{ "report_id": "theme_power_scarcity_and_grid_load_nodes", "theme_id": "theme_power_scarcity_and_grid_load", "theme_title": "Power Scarcity And Grid Load", "as_of": "2026-07-02", "generated_at": "2026-07-04T00:00:00-07:00", "price_data_as_of": "2026-07-02", "coverage": { "daily_ohlc_through": "2026-07-02", "minimum_daily_bars": 64, "active_common_stocks": 5274, "filtered_coverage_count": 5008 }, "demand_origin_refs": [ "MSFT", "AMZN", "GOOGL", "META", "ORCL", "CRWV", "EQIX", "DLR" ], "nodes": [ { "id": "theme_power_scarcity_node_electrical_equipment_bottlenecks", "slug": "electrical-equipment-bottlenecks", "title": "Electrical Equipment Bottlenecks", "level": "L3 core node", "role": "Supplies turbines, transformers, switchgear, substations, electrical rooms, busbar, UPS, E-Houses, and data-center power systems.", "description": "Electrical equipment bottlenecks are the hardware layer that lets new grid, industrial, and data-center load become usable power: gas turbines, transformers, switchgear, substations, electrical rooms, busbar, UPS, E-Houses, integrated data-center power systems, utility testing and monitoring instruments, and high-voltage power-conversion components. Buyers include utilities, hyperscalers, colocation operators, industrial project owners, contractors, equipment channels, and OEMs. The node works when orders, RPO, backlog, design wins, and utility monitoring demand ship or convert at acceptable price/cost spread, margin, customer-advance quality, working-capital control, and free cash flow. The current basket read keeps GEV first for scale and Power/Electrification RPO, POWL second for pure switchgear and project exposure, ETN and HUBB for scaled electrical platforms, VRT for data-center power systems with cooling and backup-power overlap, ESE sixth for utility test and monitoring instrumentation, and POWI seventh for power-conversion and gate-driver semiconductors.", "current_setup": { "why_it_matters": "Power scarcity becomes investable in this node when scarce hardware moves from order books into shipped systems, protected margins, and cash. The useful evidence is backlog and RPO conversion, book-to-bill, customer advances that support deliveries rather than inflate cash temporarily, and price/cost spread after tariffs, metals, freight, labor, and fixed-price project exposure. A strong load forecast is not enough if transformers, turbines, switchgear, substations, electrical rooms, UPS, busbar, and integrated data-center power trains cannot be built, delivered, and collected.", "tailwinds": "The source lanes show large demand already sitting in company order books and guidance. GEV reported Q1 2026 orders of $18.3B, Power RPO of $99.7B, Electrification RPO of $42.4B, and 2026 guidance for $44.5B-$45.5B revenue and $6.5B-$7.5B free cash flow. POWL reported Q2 FY2026 bookings of $489.7M, backlog of $1.8B, about $1.1B expected to convert within twelve months, and a post-quarter data-center award above $400M. ETN reported about $22.8B of backlog with 68% targeted for delivery within twelve months and 2026 organic growth guidance of 9%-11%. HUBB raised FY2026 organic sales guidance to 6%-9% with Utility Solutions about 62.6% of Q1 sales. VRT grew Q1 2026 sales 30.1%, raised FY2026 guidance, and exited Q4 2025 with $15.0B of backlog and about 2.9x book-to-bill. ESE reported Q2 FY2026 sales up 33.5%, $1.470B of backlog, book-to-bill of 1.22, and a utility test/monitoring route through Doble and the pending Megger acquisition. POWI reported Q1 2026 revenue of $108.3M, industrial mix of 41%, FY2025 estimated FCF of about $87.1M, Q1 estimated FCF of about $18.0M, and high-voltage power-conversion exposure through switchers, gate drivers, motor ICs, and PowiGaN. The next positive proof is Q2-Q3 shipment conversion, guide delivery, stable margins, clean working capital, and no order-cancellation or design-win slippage language.", "headwinds": "The same backlog can disappoint if projects are delayed, cancelled, repriced, or shipped at lower margin. GEV still has Wind losses, Prolec integration, tariff exposure, customer-advance cash-quality questions, and a premium valuation. POWL has fixed-price contracts, cancellation and schedule risk, capacity constraints, and undisclosed backlog margin. ETN needs Electrical Americas margin recovery, Boyd Thermal and Ultra integration, debt reduction, and Mobility separation progress. HUBB needs price/cost control, acquisition evidence from DMC and NSI, Electrical Solutions margin repair, and free-cash-flow conversion. VRT needs EMEA recovery, order and backlog visibility after reduced disclosure, inventory/deferred-revenue discipline, and capex returns. ESE needs Megger financing and integration proof, GAAP/cash validation, A&D book-to-bill durability, and valuation support. POWI needs Q2 guide delivery, gross-margin recovery, customer and distributor concentration proof, and visible AI/grid/GaN revenue conversion. Watch cancellations, backlog margin, contract assets, customer advances, inventory, DSO, adjusted margin, free cash flow, design-win conversion, and weekly invalidation levels." }, "revision_version": 5, "revision_label": "Paper-led rerank from 1GT and SemiAnalysis grid constraints research", "basket_intro": "This basket is reranked from the 1GT grid-upgrade paper and the SemiAnalysis grid-constraints paper. The prior now weights long-lead transformers, switchgear, high-voltage breakers, gas-power equipment, substations, electrical rooms, and data-center power systems ahead of broader grid adjacency. GEV, POWL, ETN, HUBB, and VRT remain the core rows because they connect most directly to physical equipment bottlenecks and backlog-to-cash conversion. ESE and POWI stay as lower-ranked watch rows: useful reliability and power-conversion adjacencies, but less direct to the binding hardware shortages.", "basket_rows": [ { "ticker": "GEV", "company": "GE Vernova Inc.", "role": "GEV sells to utilities, grid operators, data-center buyers, industrial power customers, and service channels. The node exposure is gas power equipment and services plus Electrification products such as transformers, switchgear, substations, grid automation, and storage. Conversion comes through Power and Electrification RPO, customer advances, shipments, segment EBITDA, and free cash flow; the main gates are Wind losses, Prolec integration, tariffs, advance normalization, and delivery cadence.", "revenue_mix": "Q1 2026 Power revenue was $4.971B with $811M of EBITDA and a 16.3% margin. Electrification revenue was $2.959B with $528M of EBITDA and a 17.8% margin. Wind revenue was $1.432B with negative $382M of EBITDA.", "fundamental_snapshot": "Q1 2026 orders were $18.3B. Power RPO was $99.7B and Electrification RPO was $42.4B. Free cash flow was $4.791B, and 2026 guidance calls for $44.5B-$45.5B revenue, 12%-14% adjusted EBITDA margin, and $6.5B-$7.5B free cash flow. The setup still needs Wind-loss containment, Prolec proof, tariff handling, and clean conversion from advances to deliveries." }, { "ticker": "POWL", "company": "Powell Industries Inc.", "role": "Powell sells engineered switchgear, electrical rooms, power-control rooms, E-Houses, and related electrical systems to utilities, LNG and gas projects, petrochemical sites, data centers, commercial and industrial customers, light rail, and government buyers. Conversion comes through fixed-price backlog, bookings, project milestones, gross margin, and cash collections; the main gates are cancellation terms, schedule changes, material and labor cost, Jacintoport capacity, and undisclosed backlog margin.", "revenue_mix": "Q2 FY2026 revenue mix was oil and gas $112.7M, electric utility $80.5M, commercial and other industrial $54.4M, petrochemical $27.6M, light rail $9.0M, and all other markets $12.3M.", "fundamental_snapshot": "Q2 FY2026 revenue was $296.6M, gross margin was 29.6%, bookings were $489.7M, and backlog was $1.8B. About $1.1B of backlog was expected to convert within twelve months. The company also disclosed a post-quarter data-center award above $400M, first-half operating cash flow of $94.8M, and cash plus short-term investments of $544.9M with no U.S. revolver borrowings. The proof burden is fixed-price margin and order quality, not just backlog size." }, { "ticker": "ETN", "company": "Eaton Corporation plc", "role": "Eaton sells power management and electrical distribution products to data centers, grids, buildings, machine OEMs, industrial customers, and aerospace markets. Electrical Americas and Electrical Global are the direct node routes, with Boyd Thermal adding data-center thermal capability. Conversion comes through backlog delivery, Electrical Americas margin recovery, segment margin, free cash flow, debt reduction, and integration execution.", "revenue_mix": "Q1 2026 sales were $7.451B. Electrical Americas generated $3.600B, or 48.3% of sales and 54.6% of segment profit. Electrical Global generated $1.945B, Aerospace $1.139B, and Mobility $766M.", "fundamental_snapshot": "Total backlog was about $22.8B, with 68% targeted for delivery within twelve months. 2026 guidance calls for 9%-11% organic growth, 24.1%-24.5% segment margin, and adjusted EPS of $13.05-$13.50. Electrical Americas margin was 25.6%, down from 30.0%, and total gross debt was about $21.129B, so margin recovery and Boyd/Ultra integration are the live checks." }, { "ticker": "HUBB", "company": "Hubbell Incorporated", "role": "Hubbell sells utility transmission and distribution products, high-voltage grid gear, and electrical products for data-center, light-industrial, nonresidential, and renewable customers. The node route is Utility Solutions plus Electrical Solutions. Conversion comes through organic growth, price/cost spread, segment margin, acquisition contribution, and free-cash-flow conversion.", "revenue_mix": "Q1 2026 net sales were $1.5167B. Utility Solutions contributed $948.9M, about 62.6% of Q1 sales and about 63% of 2025 sales. Electrical Solutions contributed $567.8M.", "fundamental_snapshot": "Q1 2026 sales rose 11.1%, organic sales rose 8.2%, and adjusted operating margin was 19.8%. Management raised FY2026 guidance to 8%-11% total sales growth, 6%-9% organic sales growth, adjusted EPS of $19.30-$19.85, and free-cash-flow conversion of at least 90% of adjusted net income. Watch metals, tariffs, freight, fuel, Electrical margin, DMC/NSI evidence, and acquisition-funded balance-sheet discipline." }, { "ticker": "VRT", "company": "Vertiv Holdings Co", "role": "Vertiv sells critical digital-infrastructure products to hyperscale, AI, HPC, colocation, telecom, and industrial customers. The electrical-equipment route is data-center power management, UPS, switchgear, integrated infrastructure, controls, and lifecycle services; thermal systems create overlap with the cooling node. Conversion comes through orders, backlog, Americas growth, adjusted margin, service attachment, working capital, deferred revenue, and capacity returns.", "revenue_mix": "Q1 2026 net sales were $2.6495B, including product sales of $2.1358B and services of $513.7M. Americas sales were $1.8144B, up 53.1%; APAC sales were $513.7M; EMEA sales were $321.4M, down 20.3%.", "fundamental_snapshot": "FY2026 guidance was raised to $13.50B-$14.00B of sales, 22.8%-23.8% adjusted operating margin, adjusted EPS of $6.30-$6.40, and $2.1B-$2.3B adjusted free cash flow. Q4 2025 backlog was $15.0B with about 2.9x book-to-bill. Q1 operating cash flow was $766.8M and adjusted free cash flow was $653M, but the setup needs EMEA recovery, order/backlog visibility, working-capital discipline, capex returns, and valuation support." }, { "ticker": "ESE", "company": "ESCO Technologies Inc.", "role": "ESCO sells engineered products for aerospace and defense, utility testing and monitoring, and RF test. The node route is Utility Solutions, especially Doble and the pending Megger acquisition, which help utilities test, monitor, and maintain grid assets. It is instrumentation and reliability support, not a transformer or switchgear OEM.", "revenue_mix": "Q2 FY2026 sales were $309.3M. Segment sales were A&D $150.3M, Utility Solutions $93.5M, and Test $65.5M; A&D remains the largest earnings driver, while Utility Solutions is the direct grid-reliability route.", "fundamental_snapshot": "Backlog was $1.470B, entered orders were $378.2M, and book-to-bill was 1.22. The proof burden is A&D backlog conversion, Doble and Megger utility-platform execution, financing and integration terms, GAAP-to-adjusted EPS quality, cash conversion, and cost/freight/tariff control." }, { "ticker": "POWI", "company": "Power Integrations Inc.", "role": "Power Integrations designs high-voltage power-conversion ICs, switchers, gate drivers, motor-driver ICs, and PowiGaN products. Its chips help downstream equipment convert and control electricity for industrial, grid, automotive, and AI data-center power applications. It is a semiconductor component supplier, not a transformer or switchgear platform.", "revenue_mix": "Q1 2026 revenue was $108.3M. Industrial was 41% of revenue, consumer was 38%, computer was 11%, and communications was 10%; distributors represented 71% of revenue, so channel visibility is part of the read.", "fundamental_snapshot": "Q2 guidance is $115M-$120M of revenue and 53.5%-54.5% GAAP gross margin. The proof burden is guide delivery, industrial mix durability, PowiGaN and AI/grid design-win conversion, customer concentration, gross-margin recovery, and FCF that supports dividends or any renewed buyback." } ], "sleeves": { "core": [ "GEV", "POWL", "ETN", "HUBB", "VRT" ], "option": [], "watch": [ "ESE", "POWI" ] }, "chart_tickers": [ "GEV", "POWL", "ETN", "HUBB", "VRT", "ESE", "POWI" ], "demand_origin_refs": [ "MSFT", "AMZN", "GOOGL", "META", "ORCL", "CRWV" ], "confirming_evidence": [ "Bookings, backlog, RPO, book-to-bill, utility testing demand, and design-win conversion remain strong without margin compression.", "Lead times and capacity constraints support pricing while shipments still convert.", "Customer advances, inventory, and receivables do not absorb the earnings growth." ], "weakening_evidence": [ "Orders are delayed, cancelled, repriced, or margin-dilutive.", "Tariffs, materials, freight, wafer cost, channel concentration, or capacity additions pressure gross margin.", "Working capital rises faster than revenue and free cash flow trails earnings." ], "watch_queue": [ "Book-to-bill, backlog margin, RPO conversion, and ESE/POWI guide delivery.", "Customer advances, inventory, DSO, and cash conversion.", "Lead-time commentary and data-center versus grid mix." ], "setup_rows": [ { "ticker": "GEV", "label": "base forming", "zone": "Weekly close $1038.74; 20W EMA $902.53 and 100W EMA $529.83. GEV has only 112 local weekly bars because public OHLC starts in April 2024.", "trigger": "Weekly close above $1181.95.", "invalidation": "Weekly close below $777.00.", "commentary": "GEV ranks first for scale, Power RPO, and Electrification RPO. The chart is a post-run base after a large move, so confirmation needs Power and Electrification conversion, Wind-loss containment, and clean free-cash-flow quality." }, { "ticker": "POWL", "label": "overextension", "zone": "Weekly close $279.22, 31.0% above 20W EMA $213.15, with latest volume at 0.77x the 20W average.", "trigger": "Pullback holds above $213.15, then weekly close reclaims $328.00.", "invalidation": "Weekly close below $213.15.", "commentary": "POWL has the purest node exposure and strong backlog evidence, but the chart is extended. Better timing requires a reset that does not come with fixed-price, cancellation, schedule, or margin warnings." }, { "ticker": "ETN", "label": "pullback to rising moving average", "zone": "Weekly close $391.35, 2.8% above rising 20W EMA $380.84; 13-week range $338.25-$435.43.", "trigger": "Weekly close above $435.43.", "invalidation": "Weekly close below $338.25.", "commentary": "ETN has broad electrical backlog and the cleanest current pullback setup in the basket. Margin recovery and Boyd/Ultra cash and debt proof decide whether the chart can confirm." }, { "ticker": "HUBB", "label": "base forming", "zone": "Weekly close $475.01 near 20W EMA $491.26; 13-week range $453.48-$565.50.", "trigger": "Weekly close above $565.50.", "invalidation": "Weekly close below $453.48.", "commentary": "HUBB needs price repair after the Q1 reaction. Utility Solutions orders, Electrical margin, price/cost, acquisition proof, and 90% free-cash-flow conversion are the next checks." }, { "ticker": "VRT", "label": "overextension", "zone": "Weekly close $327.46, 19.9% above 20W EMA $273.21, with latest volume at 0.97x the 20W average.", "trigger": "Pullback holds above $273.21, then weekly close clears $379.94 with guidance support.", "invalidation": "Weekly close below $273.21.", "commentary": "VRT has strong AI infrastructure evidence but overlaps the cooling node and is valuation-sensitive. Order/backlog visibility, EMEA recovery, and cash conversion need to stay clean." }, { "ticker": "ESE", "label": "no refreshed static setup", "zone": "ESE was added from the 2026-06-21 knowledge lane after the 2026-05-22 static setup package.", "trigger": "No static trigger added. Refresh the weekly setup package before treating ESE levels as trading evidence.", "invalidation": "No static invalidation added. Use the selected-security API chart for current price context until setup levels are regenerated.", "commentary": "ESE ranks sixth on utility testing and monitoring exposure, backlog, and book-to-bill, but this node does not add invented static chart levels for the new row." }, { "ticker": "POWI", "label": "no refreshed static setup", "zone": "POWI was added from the 2026-06-21 knowledge lane after the 2026-05-22 static setup package.", "trigger": "No static trigger added. Refresh the weekly setup package before treating POWI levels as trading evidence.", "invalidation": "No static invalidation added. Use the selected-security API chart for current price context until setup levels are regenerated.", "commentary": "POWI ranks seventh on high-voltage power-conversion and gate-driver exposure, but this node does not add invented static chart levels for the new row." } ], "confirm_weakens_rows": [ { "area": "Node thesis", "confirms": "Orders, RPO, backlog, and book-to-bill convert into shipped revenue, segment margin, customer-advance drawdown, operating cash flow, and free cash flow across more than one core name.", "weakens": "Orders slip, get cancelled, get repriced, or ship with lower margin; backlog grows while revenue, margin, working capital, or free cash flow fail to follow.", "watch_next": "GEV Power and Electrification RPO conversion, POWL backlog-to-revenue cadence, ETN electrical backlog delivery, HUBB Utility Solutions demand, VRT orders/backlog visibility, ESE book-to-bill, and POWI guide delivery." }, { "area": "Backlog and customer quality", "confirms": "Customer advances, deposits, and milestone payments support delivery schedules; backlog duration, customer credit, cancellation terms, utility testing demand, semiconductor design wins, and data-center versus grid mix remain clear.", "weakens": "Advance balances rise without shipments, backlog terms stay opaque, large orders depend on weak customer credit, semiconductor design wins fail to become revenue, or cancellations and pushouts appear in filings or calls.", "watch_next": "Customer advances, contract liabilities, backlog margin language, data-center awards, utility orders, hyperscaler mix, Megger retention, PowiGaN conversion, and project timing disclosures." }, { "area": "Margin and price/cost", "confirms": "Gross and segment margins hold while tariffs, copper, steel, freight, fuel, labor, warranty, and fixed-price project costs move through the P&L.", "weakens": "Materials, tariffs, freight, labor, warranty, Prolec integration, Boyd/Ultra integration, DMC/NSI integration, or capacity additions lower gross margin before volume converts.", "watch_next": "GEV Power/Electrification margins and Wind loss, POWL gross margin, ETN Electrical Americas margin, HUBB price/cost, VRT adjusted operating margin, ESE GAAP/cash bridge, and POWI gross margin." }, { "area": "Cash conversion and working capital", "confirms": "Operating cash flow and free cash flow improve with shipments while inventory, DSO, contract assets, customer advances, deferred revenue, debt, and capex stay controlled.", "weakens": "Working capital rises faster than sales, customer advances reverse without delivery, receivables stretch, inventory builds, debt rises, or capex consumes the backlog benefit.", "watch_next": "GEV free-cash-flow guide, POWL operating cash flow and cash balance, ETN deleveraging, HUBB 90% free-cash-flow conversion target, VRT deferred revenue, ESE Megger financing, POWI capital returns, inventory, and capex." }, { "area": "Capacity and execution gate", "confirms": "Capacity additions, supplier qualification, hiring, plant throughput, Prolec/Jacintoport/Boyd/Ultra/DMC/NSI/Megger integration, service attachment, and wafer or distributor availability improve without delivery misses.", "weakens": "Lead times ease because demand slows, supplier bottlenecks shift to margin leakage, integrations distract management, wafer or channel constraints interrupt delivery, or delays become contract penalties.", "watch_next": "Lead-time commentary, plant-capacity updates, integration milestones, warranty expense, supplier constraints, channel inventory, and customer acceptance language." }, { "area": "Technical setup", "confirms": "Weekly closes clear more than one trigger: GEV above $1181.95, ETN above $435.43, HUBB above $565.50, plus POWL and VRT holding above their 20W EMAs before renewed highs.", "weakens": "Weekly closes lose GEV $777.00, POWL $213.15, ETN $338.25, HUBB $453.48, or VRT $273.21, or confirmation narrows to one extended ticker while peers stay below trigger levels.", "watch_next": "Refresh weekly OHLC after the next completed trading session; keep chart order aligned with the core rank order." }, { "area": "Stale condition", "confirms": "Discovery daily_ohlc remains current through 2026-06-18, the linked knowledge lanes still cover the latest filings and orders, the ESE and POWI June 21 raw outputs remain the latest filed source pair, and no major contract, guidance, tariff, financing, or earnings update has arrived since the cited sources.", "weakens": "A new trading session, Q2 filing, order announcement, cancellation, tariff update, margin warning, acquisition update, rating action, or large customer financing change arrives before refresh.", "watch_next": "Refresh source lanes, discovery coverage, ESE/POWI setup levels, chart packages, and node-data together before using this as a live trading view." } ], "knowledge_routes": [ "../../../knowledge/wiki/concepts/themes/ai-capex-cycle.md", "../../../knowledge/wiki/concepts/themes/funding-dependency-and-duration-tolerance.md", "../../../knowledge/wiki/concepts/themes/energy-input-cost-pass-through.md", "../../../knowledge/wiki/concepts/themes/trade-tariff-sourcing-geography.md", "../../../knowledge/wiki/lanes/sector/industrials.md", "../../../knowledge/wiki/lanes/sector/information-technology.md", "../../../knowledge/wiki/lanes/security/gev.md", "../../../knowledge/wiki/lanes/security/powl.md", "../../../knowledge/wiki/lanes/security/etn.md", "../../../knowledge/wiki/lanes/security/hubb.md", "../../../knowledge/wiki/lanes/security/vrt.md", "../../../knowledge/wiki/lanes/security/ese.md", "../../../knowledge/wiki/lanes/security/powi.md", "../../../knowledge/raw/sources/security_profile__ese__autoresearch_security_profile_06212026_/output.md", "../../../knowledge/raw/sources/security_research__ese__autoresearch_security_profile_06212026_/output.md", "../../../knowledge/raw/sources/security_profile__powi__autoresearch_security_profile_06212026_/output.md", "../../../knowledge/raw/sources/security_research__powi__autoresearch_security_profile_06212026_/output.md" ], "known_gaps": [ "GEV local daily_ohlc starts on 2024-04-02 and the first weekly chart row is 2024-04-05, so its visible chart window is shorter than the three-year target used for the rest of the basket.", "Discovery supports price, volume, weekly OHLC, EMA, and coverage facts only. It does not support causal price-action claims without a filing, earnings release, order, contract, financing, or guidance update.", "Local discovery status previously showed 13F holdings rows are empty for GEV, POWL, ETN, HUBB, and VRT. Do not make holder-concentration claims for ESE, POWI, or peers from this node page.", "POWL still needs more detail on backlog margin, customer terms, cancellation clauses, and the post-quarter data-center award. GEV, ETN, HUBB, and VRT also retain transcript, integration, order-visibility, or peer-comparison gaps in the linked lanes. ESE's main gaps are Megger close terms, pro forma leverage, synergy cadence, and GAAP/cash validation; POWI's main gaps are full call transcripts, latest investor deck, peer comps, and product-line profitability.", "ESE and POWI have local chart coverage but no refreshed static setup thresholds. The added rows should not be treated as trading triggers until the node-data package is refreshed." ], "price_data_as_of": "2026-07-02", "generator_drift": "scripts/build_power_scarcity_nodes.py is stale versus the reviewed static node-page format and should not be rerun until it emits setup visuals, ranked basket cards, evidence boards, right-rail chart metadata, hidden setup source fields, and current report.json freshness metadata." }, { "id": "theme_power_scarcity_node_merchant_power_capacity_markets", "slug": "merchant-power-capacity-markets", "title": "Merchant Power And Capacity Markets", "level": "L3 core node", "role": "Owns competitive generation, retail load, PPAs, hedges, capacity payments, and demand-response exposure where power scarcity can become free cash flow after fuel, collateral, leverage, and market-rule costs.", "description": "Merchant power and capacity-market companies own generation, sell retail power, or contract firm electricity in competitive power markets. Buyers include retail customers, load-serving entities, grid markets, hyperscalers, and other large power users. Capacity payments compensate available megawatts for reliability, while energy sales, PPAs, hedges, retail margins, demand-response revenue, and bilateral capacity contracts decide how much tight grid supply reaches company cash flow. The paper-led basket is VST, CEG, TLN, NRG, and HNRG: VST leads on broad merchant and retail cash conversion; CEG moves into core as clean-firm nuclear and dispatchable capacity exposure; TLN remains the direct AWS/Susquehanna route; NRG needs LS Power integration and FCFbG proof; HNRG is a smaller MISO capacity row with approval and plant-availability gates.", "current_setup": { "why_it_matters": "Merchant power is the fastest public-market test of the SemiAnalysis firm-capacity argument. Scarce UCAP, ELCC-accredited capacity, clean-firm output, dispatchable generation, PPAs, capacity auctions, co-location structures, hedges, and retail margins can reach cash flow faster than new transmission buildout.", "tailwinds": "VST, CEG, and TLN now form the core because they own scarce firm or clean-firm assets and have local evidence for PPAs, data-center contracting, nuclear or gas availability, and cash-flow conversion. NRG and HNRG still matter, but they need cleaner integration, cash, approval, and operating evidence.", "headwinds": "The setup weakens if market rules cap co-location economics, customers resist premium pricing, outages hit nuclear or gas availability, collateral and fuel costs absorb spread, leverage rises, or adjusted earnings fail to become free cash flow." }, "revision_version": 5, "revision_label": "Paper-led rerank from 1GT and SemiAnalysis grid constraints research", "basket_intro": "This basket is reranked around the papers' firm-capacity conclusion: usable accredited capacity, clean-firm generation, dispatchable MW, data-center PPAs, and co-location rules matter more than generic power beta. VST stays first for broad merchant and retail cash conversion. CEG is added as a core row because clean-firm nuclear output and dispatchable capacity directly map to the paper-led scarcity thesis; the next proof is contract economics, Calpine integration, leverage, and FCF conversion. TLN remains a direct but narrower AWS/Susquehanna route. NRG is relevant but needs LS Power integration, retail margin, FCFbG, and deleveraging proof. HNRG stays a small watch row around approval-dependent MISO dispatchable capacity.", "basket_rows": [ { "ticker": "VST", "company": "Vistra Corp.", "role": "Vistra is an integrated competitive power owner serving retail customers and wholesale or capacity markets across ERCOT, PJM, ISO-NE, NYISO, MISO, and CAISO. Theme pressure converts through energy prices, capacity payments, hedge settlements, Meta nuclear PPAs, retail margin, and FCFbG; conversion is gated by plant availability, collateral, fuel costs, Cogentrix closing, buyback discipline, and PJM/ERCOT rules.", "revenue_mix": "Q1 2026 segment adjusted EBITDA was East $801M, Texas $586M, Retail $68M, West $56M, and Asset Closure negative $19M. The lane frames Vistra as a retail-generation platform with about 5 million retail customers and 43.6 GW of generation capacity.", "fundamental_snapshot": "Q1 2026 ongoing adjusted EBITDA was $1.494B and operating cash flow was $1.199B. 2026 guidance is $6.8B-$7.6B ongoing adjusted EBITDA and $3.925B-$4.725B FCFbG; expected generation was 98% hedged for 2026, 89% for 2027, and 65% for 2028. Available liquidity was $4.173B at March 31, 2026; missing proof includes Meta PPA economics, Cogentrix closing/funding, and full peer-model detail." }, { "ticker": "CEG", "company": "Constellation Energy Corporation", "role": "Core clean-firm and dispatchable capacity row. Constellation converts power scarcity through nuclear output, Calpine gas and geothermal assets, retail/customer-solutions channels, capacity markets, and premium data-center or powered-land contracts. The gate is contract economics, PJM/ERCOT/FERC co-location rules, fleet reliability, Calpine integration, and leverage discipline.", "revenue_mix": "The CEG lane frames the company as a post-Calpine competitive power producer with 55 GW of capacity, 2.5M customer accounts, nuclear, gas, geothermal, retail, and customer-solutions exposure.", "fundamental_snapshot": "Q1 2026 revenue was $11.122B and adjusted operating EPS was $2.74. The lane cites 147M MWh of nuclear contracting opportunity, a CyrusOne Freestone 380 MW agreement plus 380 MW option, and a $5.0B LS Power asset-sale agreement. Watch premium contract terms, Freestone energization, FCF before growth, nuclear/gas availability, and leverage." }, { "ticker": "TLN", "company": "Talen Energy", "role": "Talen is a PJM-focused independent power producer with Susquehanna nuclear and AWS/data-center contracting. Theme pressure converts through PJM energy and capacity revenue, the AWS PPA, adjusted FCF, and acquired gas scale; conversion is gated by Susquehanna reliability, AWS delivery, Cornerstone approval and closing, hedge results, leverage, and PJM/FERC rules.", "revenue_mix": "The TLN lane shows PJM as the main disclosed route: 2025 PJM operating revenue was about 96% of consolidated segment revenue before eliminations. Susquehanna is the key nuclear asset, with about 2.2 GW of nuclear capacity and roughly 17 TWh of 2025 output; the AWS PPA covers up to 1,920 MW through 2042.", "fundamental_snapshot": "Q1 2026 adjusted EBITDA was $473M, adjusted FCF was $350M, and generation was 15.6 TWh. 2026 guidance is $1.75B-$2.05B adjusted EBITDA and $980M-$1.18B adjusted FCF excluding Cornerstone. Liquidity was $1.925B and principal debt was $6.903B at March 31, 2026 before April financing; the latest lane has stale-source flags for transcripts, post-April debt documents, ratings, peer calls, and fully current short-interest." }, { "ticker": "NRG", "company": "NRG Energy, Inc.", "role": "NRG is a retail-plus-generation platform serving residential, C&I, wholesale, data-center, and demand-response customers. Theme pressure converts through retail supply margin, acquired LS Power gas generation, CPower/VPP capacity, TEF-backed Texas projects, and FCFbG; conversion is gated by leverage, integration, fuel and weather, retail supply costs, customer churn, and ERCOT/PJM market rules.", "revenue_mix": "Q1 2026 revenue was led by East at $6.432B and Texas at $2.393B, with West/Services/Other at $864M, Vivint at $578M, and Corporate/Other negative $11M. The LS Power acquisition added 13 GW of quick-start gas generation and 6 GW of VPP capability to an 8 million residential-customer retail platform.", "fundamental_snapshot": "Q1 2026 adjusted EBITDA was $1.080B and management reaffirmed 2026 adjusted EBITDA guidance of $5.325B-$5.825B and FCFbG guidance of $2.8B-$3.3B. Q1 operating cash flow was negative $169M and FCFbG was negative $66M; long-term debt including current portion was about $23.181B and liquidity excluding counterparty deposits was about $3.25B." }, { "ticker": "HNRG", "company": "Hallador Energy Company", "role": "Hallador is a small MISO dispatchable-capacity and contract-conversion row, not a generic utility or grid builder. It owns the 1,080 MW Merom coal-fired generating station and Sunrise Coal fuel assets. Theme pressure converts through accredited capacity, delivered energy, bilateral contracts, forward sales, and the 12-year capacity agreement; conversion is gated by Merom availability, purchased-power cost, H2 2026 regulatory approval, environmental capex, and share-count discipline.", "revenue_mix": "Q1 2026 revenue was $101.8M: Electric Operations sales were $65.1M, third-party Coal Operations sales were $35.1M, and other revenue was $1.6M. Electric Operations Segment EBITDA fell to $4.25M from $26.14M, and Coal Operations Segment EBITDA fell to $0.94M from $5.69M.", "fundamental_snapshot": "The filed HNRG lane supports $859.62M of consolidated forward sales through 2029 and a 12-year capacity agreement expected to generate more than $1B if approved. Cash was $36.8M, reported bank debt was zero, and liquidity was $97.5M at March 31, 2026. The proof burden is regulatory approval, usable contract terms, Merom availability recovery, Electric EBITDA improvement, operating cash flow less capex, DOE/ELG funding and capex control, and no dilution that offsets contract progress." } ], "sleeves": { "core": [ "VST", "CEG", "TLN" ], "option": [ "NRG" ], "watch": [ "HNRG" ] }, "chart_tickers": [ "VST", "CEG", "TLN", "NRG", "HNRG" ], "demand_origin_refs": [ "MSFT", "AMZN", "GOOGL", "META", "ORCL" ], "confirming_evidence": [ "Capacity auctions, PPAs, or hedges convert scarcity into durable cash flow.", "Adjusted free cash flow and deleveraging improve after fuel and collateral.", "Market-rule outcomes support capacity availability rather than capping rents." ], "weakening_evidence": [ "Rule changes, fuel costs, or collateral absorb scarcity economics.", "Acquisitions or retail exposure add leverage before cash conversion is visible.", "Basket strength narrows to one name while peers fail to confirm." ], "watch_queue": [ "PJM and ERCOT capacity-market outcomes.", "PPA terms, hedge coverage, and nuclear or gas availability.", "Adjusted FCF, leverage, collateral, and capital-return pacing." ], "setup_rows": [ { "ticker": "VST", "label": "base forming", "zone": "Weekly close $156.27, 1.7% below 20W EMA $158.95 and 7.4% above 100W EMA $145.48; 13-week range $132.66-$178.31.", "trigger": "Weekly close above $178.31.", "invalidation": "Weekly close below $132.66.", "commentary": "VST ranks first on source-backed merchant exposure. The chart still needs price repair; a breakout matters most if the next update also shows clean cash conversion, manageable collateral, and no deterioration in hedge or market-rule evidence." }, { "ticker": "TLN", "label": "pullback to rising moving average", "zone": "Weekly close $372.45, 4.8% above rising 20W EMA $355.30; 13-week range $301.45-$416.68.", "trigger": "Weekly close above $416.68.", "invalidation": "Weekly close below $301.45.", "commentary": "TLN has the best current chart timing but the highest proof burden. The setup needs AWS and Susquehanna delivery, PJM capacity economics, Cornerstone close terms, and adjusted FCF after debt service to keep matching the price setup." }, { "ticker": "NRG", "label": "below key trend", "zone": "Weekly close $137.65, 9.7% below 20W EMA $152.38 and 5.8% above 100W EMA $130.13; 13-week range $121.22-$189.96.", "trigger": "Weekly close above $189.96; first repair would be reclaiming the 20W EMA.", "invalidation": "Weekly close below $121.22.", "commentary": "NRG is the lagging chart in the core basket. The business has LS Power, CPower/VPP, retail, data-center, and TEF exposure, but price repair needs EBITDA-to-FCFbG conversion and debt progress." }, { "ticker": "HNRG", "label": "No refreshed static setup", "zone": "HNRG was added from the 2026-06-21 filed knowledge lane after the 2026-05-22 static setup package. Local daily_ohlc coverage runs through 2026-06-18.", "trigger": "No static trigger added. Refresh the weekly setup package before treating HNRG levels as trading evidence.", "invalidation": "No static invalidation added. Use the selected-security API chart for current price context until setup levels are regenerated.", "commentary": "HNRG remains a lower-ranked dispatchable Merom capacity row with forward sales and an approval-dependent 12-year capacity agreement, but no invented chart level is added for the row." } ], "confirm_weakens_rows": [ { "area": "Node thesis", "confirms": "PJM/ERCOT/MISO scarcity shows up in company cash: VST keeps 2026 EBITDA and FCFbG guidance credible, TLN tracks against adjusted EBITDA and adjusted FCF guidance, NRG turns LS Power and CPower assets into positive FCFbG and deleveraging, and HNRG wins approval and operating conversion for Merom capacity contracts.", "weakens": "PJM tightness stays regional, data-center load slips, ERCOT/PJM/MISO rule changes cap capacity value, or fuel, purchased-power costs, collateral, hedges, retail supply costs, plant outages, capex, and dilution absorb the price uplift before it reaches equity.", "watch_next": "PJM BRA and rule filings, ERCOT market-design and TEF updates, MISO/HNRG approval updates, large-load interconnection rules, and VST/TLN/NRG/HNRG Q2-Q3 2026 posture." }, { "area": "Economics and cash conversion", "confirms": "Capacity payments, PPAs, hedges, retail-generation margins, demand-response revenue, forward sales, and capacity-only agreements reconcile to GAAP operating cash flow, FCFbG or adjusted FCF, lower debt, and per-share cash flow.", "weakens": "Adjusted EBITDA rises while operating cash flow, FCFbG, adjusted FCF, or leverage does not improve; PPA or capacity-agreement pricing stays undisclosed, outages rise, retail supply costs squeeze margins, or collateral, purchased power, capex, and working capital consume cash.", "watch_next": "Q2/Q3 cash-flow bridges, hedge coverage, collateral and margin deposits, plant availability, PPA and HNRG capacity-agreement terms, HNRG OCF less capex, adjusted-to-GAAP reconciliation, and debt movement." }, { "area": "Funding and operating constraint", "confirms": "Liquidity, ratings, and debt metrics stay stable while VST funds Cogentrix, TLN closes Cornerstone, NRG integrates LS Power, and HNRG funds Merom modernization with controlled capex, DOE/ELG terms, debt and liquidity control, and share-count discipline.", "weakens": "Acquisition funding, refinancing cost, buybacks, dividends, stock consideration, forced outages, gas-price spikes, hedge/collateral calls, environmental capex, equity issuance, rating pressure, or higher interest expense reduce equity capture from capacity and energy prices.", "watch_next": "VST Cogentrix closing and funding, TLN Cornerstone approval and debt package, NRG LS Power integration and liquidity, HNRG capex and share count, rating commentary, outage data, summer reliability, Henry Hub, power burn, and collateral disclosures." }, { "area": "Technical setup", "confirms": "Weekly closes clear more than one existing core trigger for VST, TLN, and NRG, and HNRG receives a refreshed setup package instead of relying on invented levels.", "weakens": "Weekly closes lose existing VST, TLN, or NRG invalidation levels, HNRG is traded from stale or invented thresholds, or only one core ticker confirms while peers remain below trend.", "watch_next": "Refresh weekly OHLC after the next completed market session; keep charts in paper-led rank order: VST, CEG, TLN, NRG, HNRG." }, { "area": "Stale condition", "confirms": "Discovery daily_ohlc remains current through 2026-06-18, VST/TLN/NRG lanes remain current to their cited source windows, the 2026-06-21 HNRG paired outputs remain the latest filed source, and no new capacity auction, earnings release, financing, PPA, outage, approval, or market-rule event has arrived since the cited sources.", "weakens": "A new trading session after 2026-06-18, Q2 filing, capacity-market result, ERCOT/PJM/MISO rule filing, PPA disclosure, HNRG approval update, financing update, rating action, acquisition close, or major outage occurs before refresh; CEG remains incomplete until a local security lane exists.", "watch_next": "Refresh source lanes, discovery status, setup levels, chart SVGs, and node-data together before using this as a live trading view." } ], "knowledge_routes": [ "../../../knowledge/wiki/lanes/sector/utilities.md", "../../../knowledge/wiki/lanes/security/vst.md", "../../../knowledge/wiki/lanes/security/tln.md", "../../../knowledge/wiki/lanes/security/nrg.md", "../../../knowledge/wiki/lanes/security/hnrg.md", "../../../knowledge/raw/sources/security_profile__hnrg__autoresearch_security_profile_06212026_/output.md", "../../../knowledge/raw/sources/security_research__hnrg__autoresearch_security_profile_06212026_/output.md", "../../../knowledge/raw/sources/security_profile__hnrg__autoresearch_security_profile_06212026_/source.json", "../../../knowledge/raw/sources/security_research__hnrg__autoresearch_security_profile_06212026_/source.json" ], "known_gaps": [ "CEG is included in the ranked basket because clean-firm nuclear capacity directly maps to the paper-led scarcity thesis, but this workspace still needs a filed CEG security lane or bounded official-source check before adding company-level revenue, contract, and cash-flow claims.", "TLN daily_ohlc begins on 2024-07-10, so its visible weekly chart starts 2024-07-12 and does not provide a full three-year listed history. Its 100W EMA is unavailable until at least 100 weekly closes accrue.", "Discovery daily_ohlc table rows are current through 2026-06-18, but per-ticker lineage-status can show older source_freshness dates from earlier backfills. Treat the chart table as current and the lineage as incomplete until discovery lineage is reconciled.", "The Utilities lane supports IPPs and energy traders as direct regional scarcity exposures, but current merchant-power evidence is PJM-heavy with HNRG adding a smaller MISO-specific capacity row. Do not generalize PJM or MISO capacity tightness into a national merchant-power call without fresh ISO/RTO evidence.", "VST, TLN, NRG, and HNRG security lanes all retain proof gaps around transcript coverage, debt/covenant detail, contract economics, peer modeling, public-vendor market data, and fully confirmed future earnings dates. HNRG's largest gaps are the 12-year agreement's full terms, counterparty credit, approval details, Merom availability path, DOE/ELG funding terms, and share-count discipline.", "HNRG has API-backed chart coverage but no refreshed static setup levels. Do not add trigger or invalidation prices until the static setup package is regenerated." ], "price_data_as_of": "2026-07-02", "generator_drift": "scripts/build_power_scarcity_nodes.py is stale versus the reviewed static node-page format and should not be rerun until it emits setup visuals, ranked basket cards, evidence boards, right-rail chart metadata, hidden setup source fields, and current report.json freshness metadata." }, { "id": "theme_power_scarcity_node_cooling_backup_power_quality", "slug": "cooling-backup-and-power-quality", "title": "Cooling, Backup, And Power Quality", "level": "L2 route/watch node", "role": "Routes thermal management, backup generation, UPS, modular power, building systems, onsite power, controls, and power-quality solutions that turn contracted electricity into usable load.", "description": "Cooling, backup, and power quality are the equipment and service layer that turns contracted electricity into usable, reliable load at data centers, commercial buildings, factories, hospitals, telecom sites, and critical facilities. VRT has the broadest direct power and thermal system evidence; AAON and GNRC have focused cooling and backup-power conversion evidence; MOD and JCI add larger cooling and building-systems routes; BE, ETN, FCEL, CARR, and TT remain watch or crossover rows where proof depends on contract quality, margin conversion, and source freshness.", "current_setup": { "why_it_matters": "The papers shift this node from a broad cooling bucket toward time-to-power. A site cannot use contracted electricity until onsite power, backup generation, UPS, power distribution, thermal systems, controls, and service make dense load reliable enough to operate.", "tailwinds": "VRT has the broadest full-stack site-readiness evidence. BE moves up because Oracle and Nebius make fuel-cell BTM demand visible, while GNRC, CAT, and CMI supply backup or engine-based time-to-power. MOD and AAON remain important because high-density compute still needs thermal capacity.", "headwinds": "The setup weakens if BTM announcements do not become accepted systems, backup NTPs remain non-binding, installation and service margins lose money, cooling backlog turns into working-capital drag, or customer concentration and dilution absorb the revenue signal." }, "revision_version": 4, "revision_label": "Paper-led rerank from 1GT and SemiAnalysis grid constraints research", "basket_intro": "This basket is reranked around time-to-power. SemiAnalysis raises the prior on behind-the-meter and onsite systems, so onsite power, backup generation, UPS, power quality, and deployment speed now rank ahead of pure cooling. VRT remains first for full-stack site power and thermal systems. BE moves up because Oracle and Nebius make it the cleanest named fuel-cell BTM route, but it stays option-tier until accepted systems, lifecycle margins, and dilution improve. GNRC, CAT, and CMI give backup and engine-based time-to-power exposure. MOD and AAON remain strong thermal rows, while ETN, FCEL, CARR, TT, and JCI stay crossover, option, or watch rows.", "basket_rows": [ { "ticker": "VRT", "company": "Vertiv Holdings Co", "role": "Vertiv sells critical digital-infrastructure products to hyperscale, AI, HPC, colocation, telecom, and industrial customers. The electrical-equipment route is data-center power management, UPS, switchgear, integrated infrastructure, controls, and lifecycle services; thermal systems create overlap with the cooling node. Conversion comes through orders, backlog, Americas growth, adjusted margin, service attachment, working capital, deferred revenue, and capacity returns.", "revenue_mix": "Q1 2026 net sales were $2.6495B, including product sales of $2.1358B and services of $513.7M. Americas sales were $1.8144B, up 53.1%; APAC sales were $513.7M; EMEA sales were $321.4M, down 20.3%.", "fundamental_snapshot": "FY2026 guidance was raised to $13.50B-$14.00B of sales, 22.8%-23.8% adjusted operating margin, adjusted EPS of $6.30-$6.40, and $2.1B-$2.3B adjusted free cash flow. Q4 2025 backlog was $15.0B with about 2.9x book-to-bill. Q1 operating cash flow was $766.8M and adjusted free cash flow was $653M, but the setup needs EMEA recovery, order/backlog visibility, working-capital discipline, capex returns, and valuation support." }, { "ticker": "BE", "company": "Bloom Energy Corporation", "role": "Bloom sells fuel-cell systems and services to data-center, AI, utility, and commercial customers that need onsite power or faster energization. The node route is onsite power for constrained grid locations. Conversion comes through signed customer commitments, accepted systems, installation margin, service margin, financing terms, and share-count control.", "revenue_mix": "The local lane frames BE as onsite-power validation rather than a mature cooling or UPS supplier. Oracle and Nebius are the important customer routes, but system acceptance and service economics decide whether revenue becomes durable cash.", "fundamental_snapshot": "The local lane cites Oracle up to 2.8GW, an initial 1.2GW contracted or deploying, a Nebius 328MW project, and Q1 revenue growth of 130.4%. The proof burden is installation margin near negative 35%, service margin around 13%, warrants, convertibles, dilution, customer concentration, accepted revenue, and valuation." }, { "ticker": "GNRC", "company": "Generac Holdings Inc.", "role": "Generac sells backup-power equipment, large-MW generators, controls, and services to residential, commercial, industrial, telecom, healthcare, utility, and data-center customers. The node route is backup generation for sites that need reliable power while grid delivery or power quality remains constrained. Conversion comes through data-center backlog, NTP conversion, large-MW capacity, C&I margin, service, and free cash flow.", "revenue_mix": "The local lane separates Residential Products from Commercial & Industrial. Q1 2026 C&I sales grew 28%, while C&I margin was 13.0% versus Residential margin of 25.1%.", "fundamental_snapshot": "Data-center backlog was above $700M and management disclosed an up-to-$600M non-binding hyperscale NTP. Domestic large-MW capacity is targeted above $1B by Q4 2026. The proof burden is converting NTPs into signed orders, shipping at acceptable C&I margin, and showing that backup-power growth becomes free cash flow." }, { "ticker": "CAT", "company": "Caterpillar Inc.", "role": "Core large-engine and power-generation row. Caterpillar is a direct onsite and backup-generation supplier where data centers and constrained grids need large engines, turbines, gensets, and power systems faster than utility interconnection can arrive.", "revenue_mix": "The CAT lane supports Power & Energy and Power Generation exposure, with data-center and large-engine demand tied to the power-scarcity theme.", "fundamental_snapshot": "Confirm with Power & Energy backlog conversion, Power Generation sales and margin, tariff cost bridge, and data-center order durability. Weaken if broad machinery cyclicality, dealer inventory, tariffs, or peak backup-generation orders dilute the power route." }, { "ticker": "CMI", "company": "Cummins Inc.", "role": "Core backup and distributed power row. Cummins supplies engines, generators, power systems, and distribution support that can serve backup, onsite, and time-to-power needs for data centers and other critical loads.", "revenue_mix": "The CMI lane routes the power-scarcity exposure through Power Systems, Distribution, engines, service, and backup-power demand, while truck-cycle and Accelera exposure remain offsets.", "fundamental_snapshot": "Confirm with Power Systems backlog, data-center backup commentary, margin delivery, and free-cash-flow conversion. Weaken if truck-cycle drag, tariffs, Accelera charges, or power-generation normalization absorb the upside." }, { "ticker": "ETN", "company": "Eaton Corporation plc", "role": "Eaton sells power management and electrical distribution products to data centers, grids, buildings, machine OEMs, industrial customers, and aerospace markets. Electrical Americas and Electrical Global are the direct node routes, with Boyd Thermal adding data-center thermal capability. Conversion comes through backlog delivery, Electrical Americas margin recovery, segment margin, free cash flow, debt reduction, and integration execution.", "revenue_mix": "Q1 2026 sales were $7.451B. Electrical Americas generated $3.600B, or 48.3% of sales and 54.6% of segment profit. Electrical Global generated $1.945B, Aerospace $1.139B, and Mobility $766M.", "fundamental_snapshot": "Total backlog was about $22.8B, with 68% targeted for delivery within twelve months. 2026 guidance calls for 9%-11% organic growth, 24.1%-24.5% segment margin, and adjusted EPS of $13.05-$13.50. Electrical Americas margin was 25.6%, down from 30.0%, and total gross debt was about $21.129B, so margin recovery and Boyd/Ultra integration are the live checks." }, { "ticker": "MOD", "company": "Modine Manufacturing Co.", "role": "Modine sells thermal-management and cooling systems to data-center, commercial HVAC, industrial, vehicle, and specialty markets. The node route is data-center cooling capacity and related Climate Solutions growth. Conversion comes through data-center sales, Climate Solutions margin, capacity execution, customer breadth, free cash flow, and clearer post-RMT Data Centers disclosure.", "revenue_mix": "The stale local lane reported Q3 FY2026 sales up 31%, Climate Solutions sales up 51%, and data-center sales up 78%. It also showed Climate Solutions margin of 24.8%, down from 28.6%.", "fundamental_snapshot": "The same stale lane said FY2026 data-center growth was expected above 70%, but nine-month free cash flow was negative $47.4M. Use this row as a route to the local lane until fresh FY2026/FY2027 Data Centers evidence is filed; margin, free cash flow, RMT separation, and customer concentration remain the live gates." }, { "ticker": "AAON", "company": "AAON, Inc.", "role": "AAON sells HVAC and custom thermal systems to data-center, commercial, industrial, education, healthcare, and retrofit customers. The direct node route is BASX data-center thermal systems, liquid cooling, air handling, controls, and service. Conversion comes through backlog, BASX throughput, shipments, gross margin, cash conversion, and customer breadth.", "revenue_mix": "Local security-lane evidence emphasizes the BASX data-center backlog and consolidated AAON results rather than a full segment revenue bridge. Use the linked lane for mix detail before treating this as a full company model.", "fundamental_snapshot": "Q1 2026 sales rose 54.3%, total backlog was $2.129B, BASX backlog was $1.620B, and FY2026 revenue guidance called for 40%-45% growth. The setup still needs 27%-28% gross-margin delivery, working-capital control, capex discipline, revolver monitoring, and evidence that data-center customers broaden rather than concentrate." }, { "ticker": "FCEL", "company": "FuelCell Energy, Inc.", "role": "FuelCell Energy sells fuel-cell platforms and generation projects that could serve onsite power or data-center resilience use cases. This is an option-risk row, not a core supplier row. Conversion requires moving proposals, LOIs, MOUs, or pilots into signed orders, delivered projects, positive product margin, better generation economics, and funded cash runway.", "revenue_mix": "The local lane shows proposal-led data-center optionality rather than current scaled data-center revenue. Product and generation economics are the gating mix items.", "fundamental_snapshot": "Q1 revenue was $30.5M, gross loss was $5.9M, product margin was negative 36.1%, generation margin was negative 28.2%, backlog fell 10.8%, and operating cash flow was negative $33.9M. The setup needs signed contracts, positive unit economics, backlog growth, and less reliance on ATM or other dilution." }, { "ticker": "CARR", "company": "Carrier Global Corporation", "role": "Carrier is a relevant HVAC and cooling-platform watch name with a local lane. Treat the row as lower priority until customer mix, data-center exposure, segment economics, and confirmation gates improve.", "revenue_mix": "Discovery OHLC exists locally through 2026-05-22, but node-data has no source-backed Carrier segment or data-center mix. Do not use this row for company-specific revenue claims yet.", "fundamental_snapshot": "Latest local discovery close was $63.14 through 2026-05-22. The missing proof is a local security lane or official-source refresh that names cooling exposure, backlog or orders, margin, cash conversion, and data-center or mission-critical building mix." }, { "ticker": "TT", "company": "Trane Technologies plc", "role": "Trane is a relevant HVAC and thermal-management watch name with a local lane. Treat the row as lower priority until customer mix, data-center exposure, segment economics, and confirmation gates improve.", "revenue_mix": "Discovery OHLC exists locally through 2026-05-22, but node-data has no source-backed Trane segment or data-center mix. Do not use this row for company-specific revenue claims yet.", "fundamental_snapshot": "Latest local discovery close was $451.02 through 2026-05-22. The missing proof is a local security lane or official-source refresh that names cooling exposure, orders, margins, cash conversion, and data-center or mission-critical building mix." }, { "ticker": "JCI", "company": "Johnson Controls International plc", "role": "Johnson Controls sells HVAC, controls, fire, security, building automation, and service to commercial buildings, mission-critical facilities, institutions, and industrial customers. The node route is cooling, controls, and building systems that make high-load sites operable. Conversion comes through orders, backlog, service growth, Americas demand, margins, and cash conversion.", "revenue_mix": "The stale local lane showed Q1 FY2026 orders up 39%, backlog of $18.2B, service growth of 9%, and Americas orders up 56%. The lane does not replace a current segment model.", "fundamental_snapshot": "JCI keeps broader building-systems exposure in the core basket, but its local evidence window predates later May 2026 reporting. The setup needs updated orders, backlog conversion, service margin, restructuring progress, free cash flow, and data-center or mission-critical mix proof before stronger fresh claims." } ], "sleeves": { "ranked": [ "VRT", "BE", "GNRC", "CAT", "CMI", "ETN", "MOD", "AAON", "FCEL", "CARR", "TT", "JCI" ], "core": [ "VRT", "GNRC", "CAT", "CMI", "MOD", "AAON" ], "option": [ "BE", "FCEL" ], "watch": [ "ETN", "CARR", "TT", "JCI" ] }, "chart_tickers": [ "VRT", "BE", "GNRC", "CAT", "CMI", "ETN", "MOD", "AAON", "FCEL", "CARR", "TT", "JCI" ], "demand_origin_refs": [ "MSFT", "AMZN", "GOOGL", "META", "ORCL", "CRWV" ], "confirming_evidence": [ "Liquid cooling, large-MW generation, UPS, or modular power orders become binding backlog.", "Service attachment and customer breadth improve margin quality.", "Shipments, NTP conversion, and cash conversion confirm urgency is becoming revenue." ], "weakening_evidence": [ "NTPs, pilots, LOIs, or MOUs do not become signed orders.", "Customer concentration or capacity ramp pressure hurts margins.", "Speculative onsite-power names reprice without positive unit economics." ], "watch_queue": [ "Liquid-cooling adoption and large-MW capacity ramp.", "C&I/data-center backlog, shipments, and service attachment.", "Customer concentration, margins, and cash conversion." ], "setup_rows": [ { "ticker": "VRT", "label": "failed breakout; overextension", "zone": "Weekly close $327.46, 19.9% above the 20W EMA at $273.21; the latest close is back below the May breakout shelf after a $370.94 weekly close.", "trigger": "Weekly close back above $331.97 starts repair; above $359.84-$370.94 confirms a renewed breakout.", "invalidation": "Weekly close below $314.25 weakens the setup; below the 20W EMA at $273.21 breaks the trend.", "commentary": "VRT has the strongest direct node exposure through data-center power, thermal, UPS, modular systems, controls, and service. The chart needs order and backlog visibility, EMEA recovery, customer breadth, margin, and cash conversion to support a renewed move." }, { "ticker": "AAON", "label": "overextension", "zone": "Weekly close $134.60, 31.2% above the 20W EMA at $102.61; price is holding above the $126.17-$126.67 support area but remains below the $149.00 spike high.", "trigger": "Weekly close above $149.00, or a pullback that holds $126.17-$126.67 and reclaims $137.09.", "invalidation": "Weekly close below $126.17 weakens the setup; below the 20W EMA at $102.61 breaks the trend.", "commentary": "AAON has direct BASX and liquid-cooling evidence, but the chart is stretched. Gross margin, working capital, capex, revolver use, and customer breadth decide whether backlog can support the price." }, { "ticker": "GNRC", "label": "overextension; volume divergence", "zone": "Weekly close $270.14, 24.3% above the 20W EMA at $217.37; the close is near the $276.80 high while latest weekly volume was 0.85x the 20W average.", "trigger": "Weekly close above $276.80, preferably with volume above the 20W average.", "invalidation": "Weekly close below $238.18 weakens the setup; below the 20W EMA at $217.37 breaks the trend.", "commentary": "GNRC is the cleanest backup-power route, but the setup depends on converting the non-binding NTP and data-center backlog into signed orders, C&I margin, shipments, and free cash flow." }, { "ticker": "MOD", "label": "base forming", "zone": "Weekly close $260.52 inside the recent $232.31-$294.06 range; 20W EMA $221.75 and 100W EMA $144.99.", "trigger": "Weekly close above $272.55 starts repair; above $294.06 confirms a breakout.", "invalidation": "Weekly close below $232.31 weakens the setup; below the 20W EMA at $221.75 breaks it.", "commentary": "MOD ties the basket to data-center cooling, but the local lane is stale. Fresh Data Centers disclosure, Climate Solutions margin, free cash flow, RMT separation, and customer concentration decide whether the base has support." }, { "ticker": "JCI", "label": "pullback to rising moving average", "zone": "Weekly close $138.36, 3.3% above the rising 20W EMA at $133.93; latest low $133.60 tested the moving average.", "trigger": "Weekly close above $143.08 starts repair; above $147.32 confirms a range break.", "invalidation": "Weekly close below $133.60-$133.93 weakens the setup; below $125.91 breaks the range.", "commentary": "JCI gives the node a broader mission-critical building systems route. The local lane is stale, so orders, backlog conversion, service growth, margins, and free cash flow need refresh before the chart can carry more weight." } ], "confirm_weakens_rows": [ { "area": "Node thesis", "confirms": "Signed orders and backlog convert into shipped or accepted cooling, backup-power, UPS, modular-power, controls, and power-quality systems with attached service, margin, operating cash flow, free cash flow, and broader customers.", "weakens": "Demand stays in pilots, non-binding NTPs, LOIs, MOUs, proposal pipelines, or single-customer announcements while shipments, margins, service, or cash conversion fail to follow.", "watch_next": "VRT order and backlog visibility, AAON BASX backlog conversion, GNRC NTP conversion, MOD Data Centers disclosure, JCI mission-critical orders, and BE or FCEL accepted-system economics." }, { "area": "Thermal and cooling conversion", "confirms": "VRT, AAON, MOD, and JCI show cooling and building-systems demand becoming backlog, shipments, accepted systems, service revenue, margin, and cash.", "weakens": "AAON backlog concentrates without gross-margin delivery, MOD capacity costs and negative free cash flow persist, JCI orders fail to convert, or VRT thermal growth comes with weaker order visibility.", "watch_next": "BASX backlog, liquid-cooling adoption, Climate Solutions margin, JCI service growth, customer concentration, warranty expense, and data-center or mission-critical mix disclosure." }, { "area": "Backup and onsite power conversion", "confirms": "GNRC signs and ships data-center backup-power orders, BE converts AI power commitments into accepted systems with better installation and service margins, and FCEL moves proposals into signed backlog with positive unit economics.", "weakens": "GNRC's NTP stays non-binding, BE installation losses or dilution absorb revenue growth, or FCEL remains proposal-led with negative product and generation margins.", "watch_next": "Large-MW generator capacity, signed NTP conversion, accepted fuel-cell systems, service margin, backlog quality, financing terms, and dilution." }, { "area": "Economics and cash conversion", "confirms": "Revenue growth arrives with gross or segment margin stability, operating cash flow, free cash flow, disciplined inventory, controlled capex, and service attachment.", "weakens": "Working capital, capacity ramps, warranty costs, installation losses, revolver use, acquisition debt, warrants, convertibles, or ATM issuance consume the growth.", "watch_next": "Gross margin, adjusted operating margin, installation margin, service margin, inventory, DSO, capex, revolver borrowings, debt, share count, and free-cash-flow conversion." }, { "area": "Customer breadth and contract quality", "confirms": "Backlog and orders broaden across hyperscale, colocation, C&I, mission-critical buildings, and service channels with deposits, cancellation protection, or clear acceptance milestones.", "weakens": "One customer, one site, customer-linked warrants, non-binding awards, unclear cancellation terms, or weak customer credit dominate the evidence.", "watch_next": "Customer concentration, contract liabilities, customer advances, cancellation language, service attachment, accepted revenue, and named customer commitments." }, { "area": "Technical setup", "confirms": "More than one core chart clears its trigger: VRT above $331.97 and then $359.84-$370.94, AAON above $149.00 or a clean hold of $126.17-$126.67, GNRC above $276.80 with volume, MOD above $294.06, and JCI above $147.32.", "weakens": "Core charts lose support together: VRT below $314.25 and then $273.21, AAON below $126.17 and then $102.61, GNRC below $238.18 and then $217.37, MOD below $232.31 and then $221.75, or JCI below $133.60-$133.93 and then $125.91.", "watch_next": "Refresh weekly OHLC after the next completed trading session and rebuild static setup labels for the full paper-led basket." }, { "area": "Source freshness", "confirms": "Discovery daily_ohlc coverage remains current through 2026-07-02 for the active basket, linked lanes still cover the latest company filings and orders, and no major earnings, financing, project, or guidance update has arrived since the cited sources.", "weakens": "A new trading session, earnings release, filing, contract update, order cancellation, margin warning, financing, share issuance, or guidance change arrives before the page is refreshed.", "watch_next": "Refresh source lanes, discovery coverage, setup levels, chart SVGs, report metadata, and node-data together before using this as a live trading view." } ], "knowledge_routes": [ "../../../knowledge/wiki/concepts/themes/ai-capex-cycle.md", "../../../knowledge/wiki/concepts/themes/energy-input-cost-pass-through.md", "../../../knowledge/wiki/concepts/themes/funding-dependency-and-duration-tolerance.md", "../../../knowledge/wiki/concepts/themes/trade-tariff-sourcing-geography.md", "../../../knowledge/wiki/lanes/sector/industrials.md", "../../../knowledge/wiki/lanes/security/vrt.md", "../../../knowledge/wiki/lanes/security/aaon.md", "../../../knowledge/wiki/lanes/security/gnrc.md", "../../../knowledge/wiki/lanes/security/mod.md", "../../../knowledge/wiki/lanes/security/jci.md", "../../../knowledge/wiki/lanes/security/be.md", "../../../knowledge/wiki/lanes/security/etn.md", "../../../knowledge/wiki/lanes/security/fcel.md" ], "known_gaps": [ "The active basket now includes VRT, BE, GNRC, CAT, CMI, ETN, MOD, AAON, FCEL, CARR, TT, and JCI. Newly added rows have API chart routes through local discovery, but most still need refreshed static setup labels and current company-specific proof before stronger fundamental claims.", "Discovery supports price, volume, weekly OHLC, EMA, and coverage facts only. It does not support causal price-action claims without a filing, earnings release, order, contract, financing, or guidance update.", "Discovery daily_ohlc rows are current through 2026-05-22, but per-ticker ingestion lineage can show older source-freshness dates from earlier backfills. Treat the chart rows as current and the lineage as incomplete until discovery lineage is reconciled.", "Local benchmark or sector-proxy OHLC is missing for common proxies such as SPY, QQQ, RSP, XLI, XLK, VGT, IYJ, and PAVE, so this page avoids relative-return or causal market-beta claims.", "Local discovery status shows 13F holdings rows are empty for the tickers reviewed. Do not make holder-concentration claims from this node page.", "MOD and JCI have useful local evidence, but their local source windows are stale relative to May 25, 2026. Refresh those lanes or run bounded official-source checks before making stronger current claims.", "CARR and TT have local lanes and discovery OHLC coverage, but they remain lower-ranked until company-specific data-center exposure, margin, and cash-conversion evidence improves.", "Static setup thresholds still come from the older sidecar package. Refresh setup labels before using the full paper-led basket as a live trading table." ], "price_data_as_of": "2026-07-02", "generator_drift": "scripts/build_power_scarcity_nodes.py is stale versus the reviewed static node-page format and should not be rerun until it emits setup visuals, ranked basket cards, evidence boards, right-rail chart metadata, hidden setup source fields, and current report.json freshness metadata." }, { "id": "theme_power_scarcity_node_utilities_grid_recovery", "slug": "utilities-and-grid-recovery", "title": "Utilities And Grid Recovery", "level": "L3 regulated recovery node", "role": "Turns large-load growth into regulated generation, transmission, distribution, resiliency, and customer-funded infrastructure.", "description": "Here, electric utilities are regulated local power companies that own the wires, substations, power plants, and customer connections needed to serve homes, businesses, factories, and data centers in a service territory. This page covers the utilities that could benefit from new data-center and industrial load, but only if grid cost recovery works: state regulators must approve who pays for the new generation, transmission, distribution, resiliency, and connection spending; the utility then collects those costs through customer bills, large-customer payments, or special tariffs and earns a regulated profit rate on approved investment. The current basket read is that AEP has the clearest contracted-load evidence; ETR, SO, EXC, and DUK still need regulatory approvals, tariff detail, funding evidence, and technical confirmation before the setup is as clear.", "current_setup": { "why_it_matters": "Utilities remain essential because most load ultimately needs regulated wires, generation, tariffs, riders, and interconnection work. The papers lower the prior on utility speed, so this node now ranks utilities by customer-funded or recoverable load growth rather than by generic regulated scale.", "tailwinds": "The best evidence is signed or credit-backed large load, special tariffs, customer deposits, rider approvals, rate orders, allowed returns, and FFO/debt that can absorb generation, transmission, distribution, and resilience capex. AEP has the clearest load evidence; CNP, ETR, SO, WEC, LNT, D, and PCG add direct geography or demand routes with different funding gates.", "headwinds": "The setup weakens if customers cancel or self-supply, regulators shift costs away from large users, affordability pressure rises, utilities issue equity ahead of EPS, or interconnection schedules slip toward the BTM alternatives described in the papers." }, "sleeves": { "core": [ "AEP", "CNP", "ETR", "SO", "WEC" ], "option": [ "LNT", "D", "PCG" ], "watch": [ "EXC", "DUK", "NEE", "PEG" ] }, "chart_tickers": [ "AEP", "CNP", "ETR", "SO", "WEC", "LNT", "D", "PCG", "EXC", "DUK", "NEE", "PEG" ], "demand_origin_refs": [ "MSFT", "AMZN", "GOOGL", "META", "ORCL" ], "revision_version": 8, "basket_intro": "This basket is reranked from the papers' warning that utility service is still essential but slower than load demand. The order weights direct large-load geography, recoverable grid and generation capex, customer-funded upgrades, tariff/rider/rate-case proof, financing capacity, affordability risk, and interconnection delivery. AEP stays first for the clearest signed load evidence. CNP, ETR, SO, and WEC round out the core because local lanes support large-load or regulated recovery routes. LNT, D, and PCG are option rows with stronger geography or signed demand but heavier contract, merger, wildfire, or financing gates. EXC, DUK, NEE, and PEG remain watch rows until load-specific proof improves.", "basket_rows": [ { "ticker": "AEP", "company": "American Electric Power", "role": "AEP serves regulated utility customers. The node exposure is its signed data-center and industrial load. The company must turn transmission, distribution, generation, and interconnection spend into large-load tariffs, riders, rate-base projects, and approved returns; the current lane still lacks full customer credit, concentration, and energization detail behind the 63 GW load figure.", "revenue_mix": "Q1 2026 revenue was led by Vertically Integrated Utilities at $3.44B and Transmission & Distribution Utilities at $1.61B; Transmission Holdco added $598M and Generation & Marketing was smaller at $952M.", "fundamental_snapshot": "63 GW contracted incremental load by 2030, $78B 2026-2030 capex, $1.64 Q1 operating EPS, 2026 operating EPS guide of $6.15-$6.45, debt-to-capitalization of 60.8%, and a May 2026 forward equity offering of 20.47M shares at $127." }, { "ticker": "CNP", "company": "CenterPoint Energy, Inc.", "role": "Core Houston-area regulated recovery row. CenterPoint is most useful here where Houston Electric load growth, industrial demand, resilience spend, and large-load interconnection work can become tariff, rider, rate-base, or customer-funded recovery.", "revenue_mix": "The local CNP lane supports regulated electric and gas utility exposure. The power-scarcity route is Houston Electric, where storm resilience, transmission, distribution, and large-load work decide whether demand turns into earned returns.", "fundamental_snapshot": "Confirm with Texas orders, large-load tariff treatment, customer funding or cancellation protection, storm/reliability remediation, FFO/debt stability, and equity or debt funding discipline. Weaken if storm scrutiny, affordability pressure, disallowances, or heavy capex absorb the load-growth benefit." }, { "ticker": "ETR", "company": "Entergy", "role": "Entergy serves more than 3 million customers across Arkansas, Louisiana, Mississippi, New Orleans/Louisiana mechanisms, and Texas. The differentiated demand source is Gulf South industrial and hyperscale load; value comes when generation, transmission, distribution, resilience, and customer-specific infrastructure earn through state and FERC recovery mechanisms, CWIP, riders, and customer contributions.", "revenue_mix": "Mostly regulated electric utility. Q1 2026 electric utility revenue was $3.170B of $3.188B consolidated revenue, about 99.5%; Parent & Other is a financing and residual drag.", "fundamental_snapshot": "Q1 2026 industrial volume +14.9%, weather-adjusted retail sales +6.0%, Q1 adjusted EPS of $0.86, and 2026 adjusted EPS guide of $4.25-$4.45. Constraint: FY2025 OCF of $5.151B versus capex of $7.685B, Q1 total debt of $34.177B, FFO/debt of 15.7%, and a May 2026 forward equity offering of 19.25M shares at $113." }, { "ticker": "SO", "company": "Southern Company", "role": "Southern is centered on state-regulated electric utilities in Alabama, Georgia, and Mississippi, with gas and wholesale generation as secondary routes. The node exposure is Southeast data-center and large-load demand; conversion depends on state approval of generation, transmission, distribution, fuel, and customer-infrastructure recovery, plus cost sharing that protects bills and EPS.", "revenue_mix": "Q1 2026 revenue: Traditional electric operating companies $5.482B, Southern Company Gas $2.191B, and Southern Power $681M. Segment net income was dominated by Traditional Electric at $1.117B and Gas at $447M; Southern Power contributed $4M. The 2026-2030 capex plan is about 95% state-regulated utility capex.", "fundamental_snapshot": "$81B 2026-2030 capital plan, projected state-regulated rate-base growth near 9%, $26.5B DOE/FFB financing support, Q1 2026 revenue of $8.397B, adjusted EPS of $1.32, and 2026 adjusted EPS guide of $4.50-$4.60. Offset: Q1 OCF of $1.226B did not cover investing cash use of $3.421B plus dividends of $776M; long-term debt was $67.148B; 27.398M forward-sale shares remain subject to settlement." }, { "ticker": "WEC", "company": "WEC Energy Group, Inc.", "role": "Core Wisconsin regulated recovery row. WEC ranks high because Wisconsin large-load and data-center demand can support utility capex if regulators approve tariffs, cost allocation, and timely recovery.", "revenue_mix": "The WEC lane routes the setup through regulated electric and gas utilities, Wisconsin load growth, rate cases, capital plans, and customer-affordability checks.", "fundamental_snapshot": "Confirm with final PSCW large-load tariff treatment, Vantage or other customer commitments, approved recovery, FFO/debt control, and financing terms. Weaken if Illinois recovery friction, equity issuance, or opaque customer economics dilute per-share value." }, { "ticker": "LNT", "company": "Alliant Energy Corporation", "role": "Option regulated recovery row with unusually visible data-center load. Alliant's roughly 3.4 GW of data-center agreements matters only if the contracts, customer protections, and recovery orders protect nonparticipating customers and shareholders.", "revenue_mix": "The LNT lane frames the company as a regulated utility with Iowa and Wisconsin exposure and an unusually explicit data-center load signal.", "fundamental_snapshot": "Confirm with customer credit, stranded-cost protection, infrastructure recovery orders, financing terms, and EPS after share issuance. Weaken if contract economics stay opaque, regulatory lag rises, or capex and dilution outpace earnings." }, { "ticker": "D", "company": "Dominion Energy, Inc.", "role": "Option Virginia load-growth row. Dominion has one of the most direct data-center geographies, but the proposed NextEra transaction, CVOW execution, debt issuance, and recovery terms dominate the proof burden.", "revenue_mix": "The D lane shows Dominion Energy Virginia as the economic center, with 2025 segment operating revenue of $11.840B and Virginia load growth tied to grid, generation, and CVOW capex.", "fundamental_snapshot": "Confirm with Virginia orders, large-load interconnection milestones, merger approvals, cost-allocation terms, and operating EPS quality. Weaken if the deal breaks or receives onerous conditions, CVOW costs rise, or financing/recovery pressure worsens." }, { "ticker": "PCG", "company": "PG&E Corporation", "role": "Option California grid-capex row. PG&E can transmit power scarcity through large grid investment and data-center projects in final engineering, but wildfire, regulatory, gross-debt, and affordability risks keep it below cleaner recovery names.", "revenue_mix": "The PCG lane supports California electric and gas utility exposure, wildfire-risk governance, grid investment, and large-load engineering evidence.", "fundamental_snapshot": "Confirm with CPUC recovery, customer-funded upgrades, wildfire liability containment, and bill-affordability evidence. Weaken if wildfire, regulatory, or debt risk absorbs the capex opportunity." }, { "ticker": "EXC", "company": "Exelon", "role": "Exelon serves about 10.9 million customers through ComEd, PECO, BGE, and PHI across six utilities and seven jurisdictions. The company is the delivery-grid route: reliability, T&D, and large-load infrastructure become economics through rate cases, riders, allowed ROEs, equity ratios, and customer protections, with PHI/Pepco/DPL outcomes the main proof gate.", "revenue_mix": "Fully regulated electric and gas transmission-and-distribution utility across six utilities and seven jurisdictions; economics come from rate-base investment and allowed returns, not merchant power exposure.", "fundamental_snapshot": "$41.7B 2026-2029 investment plan, 7.9% expected rate-base growth, $68.1B estimated 2026 rate base, 10.9M customers, Q1 2026 adjusted EPS of $0.91, and reaffirmed 2026 adjusted EPS guide of $2.81-$2.91. Main offsets are $51.2B total debt, $16.5B planned debt issuance, about $3.4B planned equity issuance, and PHI/rate-case dispersion." }, { "ticker": "DUK", "company": "Duke Energy", "role": "Duke serves regulated electric and gas customers across the Carolinas, Florida, the Midwest, and other state jurisdictions. The main exposure is the electric utility segment, where data-center, industrial, and economic-development load can justify generation and grid capex; recovery depends on state rate cases, riders, storm and fuel mechanisms, Brookfield Florida funding, and clearer load-contract/interconnection evidence.", "revenue_mix": "Regulated electric utilities are the core of the setup; gas utilities and holding-company funding matter for consolidated credit. The current security lane is thinner than AEP, ETR, SO, and EXC on load-specific segment detail.", "fundamental_snapshot": "Current knowledge coverage frames DUK as a scaled regulated recovery name with rate-case/rider exposure, Brookfield Florida funding relevance, and a need for refreshed transcript, market-data, and debt-maturity detail. The thinner source set keeps it fifth despite core utility exposure." }, { "ticker": "NEE", "company": "NextEra Energy, Inc.", "role": "Watch regulated and contracted infrastructure row. NextEra has FPL recovery and NEER large-load/backlog exposure, but renewables policy, funding intensity, and the proposed Dominion transaction make it less direct than the top regulated-recovery names.", "revenue_mix": "The NEE lane frames FPL as the regulated core and NEER as the competitive and contracted renewables, storage, generation, transmission, customer-supply, and large-load origination engine.", "fundamental_snapshot": "Confirm with FPL recovery, NEER backlog additions and conversions, Dominion approvals, and stable credit metrics. Weaken if NEER returns compress, funding markets tighten, policy changes reduce returns, or merger conditions dilute the setup." }, { "ticker": "PEG", "company": "Public Service Enterprise Group Incorporated", "role": "Watch New Jersey regulated and nuclear optionality row. PSEG has a useful PSE&G recovery route and nuclear/PJM exposure, but direct customer-funded data-center evidence is weaker than the higher-ranked utility rows.", "revenue_mix": "The PEG lane separates PSE&G regulated T&D from PSEG Power and nuclear. Q1 2026 revenue was $3.848B, with PSE&G the main earnings-quality asset and nuclear availability a differentiated but less predictable route.", "fundamental_snapshot": "Confirm with BPU/FERC recovery, large-load interconnections, debt-cost control, and nuclear/capacity-market contribution. Weaken if affordability reviews, PJM market design, or debt funding reduce the capital-plan economics." } ], "setup_rows": [ { "ticker": "AEP", "label": "pullback to rising moving average; volume confirmation", "zone": "Weekly close $131.59, 2.5% above rising 20W EMA $128.34; latest weekly low $124.99 held above prior low $124.68.", "trigger": "Weekly close above $132.25 starts repair; above $136.91 confirms a return toward the prior base high.", "invalidation": "Weekly close below $124.68.", "commentary": "AEP ranks first fundamentally because contracted load and tariff evidence are clearest. The chart still needs price confirmation after the May pullback and equity offering." }, { "ticker": "ETR", "label": "pullback to rising moving average", "zone": "Weekly close $112.40, 4.9% above rising 20W EMA $107.14 after a pullback from $118.44.", "trigger": "Weekly close above $113.64 starts repair; above $116.47 confirms recovery toward the prior high.", "invalidation": "Weekly close below $108.28, then the 20W EMA at $107.14.", "commentary": "ETR has the best 63D return in the basket. The next fundamental check is Investor Day, customer-backed load evidence, FFO/debt, and dilution offset." }, { "ticker": "SO", "label": "base forming", "zone": "Weekly close $94.55, just above near-flat 20W EMA $93.70; recent range $91.60-$97.40.", "trigger": "Weekly close above $95.00 starts repair; above $97.40 confirms the base is resolving higher.", "invalidation": "Weekly close below $91.60.", "commentary": "Compression around the 20W EMA. The next fundamental check is state recovery, DOE/FFB draw terms, customer cost sharing, and EPS quality after financing." }, { "ticker": "EXC", "label": "below key trend; base forming", "zone": "Weekly close $46.23, just below 20W EMA $46.32 and above 100W EMA $43.86; recent range $43.27-$47.68.", "trigger": "Weekly close above $47.68 repairs the setup; above $49.82 confirms broader recovery.", "invalidation": "Weekly close below $43.27.", "commentary": "EXC is the cleanest T&D recovery route but still needs price repair. PHI/rate-case outcomes and funding terms decide whether the setup improves." }, { "ticker": "DUK", "label": "below key trend", "zone": "Weekly close $125.67, just below slightly falling 20W EMA $125.91; recent range $120.90-$130.70.", "trigger": "Weekly close above $128.60 starts repair; above $130.70 improves the trend.", "invalidation": "Weekly close below $120.90.", "commentary": "DUK remains core because of regulated scale, but source coverage is thinner and the chart is weakest. Refresh load disclosure, Brookfield funding, and rate-case detail before raising the rank." } ], "confirm_weakens_rows": [ { "area": "Node thesis", "confirms": "Signed large-load agreements become energized MW, customer-backed interconnection, approved rate base, and rider or tariff recovery.", "weakens": "Pipeline demand remains non-binding, slips, self-supplies, cancels, or shifts too much cost to broad customer classes.", "watch_next": "AEP tariff and customer-credit details; ETR Investor Day load commitments; SO large-load and state recovery updates." }, { "area": "Recovery mechanism", "confirms": "Large-load tariffs, riders, CWIP, allowed ROEs, trackers, and customer contributions are approved without major disallowance.", "weakens": "Lower allowed ROEs, disallowances, regulatory asset build, refund risk, delayed riders, or affordability intervention reduce recovery quality.", "watch_next": "State commission orders, FERC transmission treatment, customer prepayments, and cost-allocation language." }, { "area": "Funding and credit", "confirms": "FFO/debt, debt-to-capital, rating outlooks, and EPS per share hold after debt and equity issuance.", "weakens": "Forward equity, ATM issuance, debt cost, or rating pressure outruns rate-base and EPS growth.", "watch_next": "AEP and ETR forward-equity settlement, SO DOE/FFB draw terms, EXC debt/equity plan, and DUK Brookfield funding." }, { "area": "Bill and fuel pressure", "confirms": "Customer protections, fuel recovery, storm recovery, and affordability mechanisms keep bills from blocking approved investment.", "weakens": "Fuel, storm, interest, or construction cost pressure creates political or regulatory resistance before load benefits show up.", "watch_next": "Fuel clauses, storm deferrals, customer bill impact schedules, and ratepayer allocation disputes." }, { "area": "Technical setup", "confirms": "Weekly closes clear AEP $132.25, ETR $113.64, SO $95.00, EXC $47.68, and DUK $128.60; rederive after the next price refresh.", "weakens": "Weekly closes lose AEP $124.68, ETR $108.28, SO $91.60, EXC $43.27, or DUK $120.90.", "watch_next": "Weekly OHLC refresh after the next completed market session." }, { "area": "Stale condition", "confirms": "Discovery daily_ohlc coverage remains current through 2026-07-02 for the active basket and no material filing, rate order, financing update, or guidance update has arrived since the cited lanes.", "weakens": "A new trading session, earnings release, rate-case order, tariff filing, financing announcement, credit-rating update, or large-load disclosure arrives before this page is refreshed.", "watch_next": "Refresh discovery coverage, source lanes, setup levels, and chart package together." } ], "confirming_evidence": [ "Signed large-load agreements become energized MW, customer-backed interconnection, and approved rate-base projects.", "Large-load tariffs, riders, CWIP, allowed ROEs, trackers, and customer contributions are approved without major disallowance.", "FFO/debt, debt-to-capital, rating outlooks, and EPS per share hold after debt and equity issuance." ], "weakening_evidence": [ "Pipeline demand stays non-binding, slips, self-supplies, cancels, or shifts costs to broad customer classes.", "Lower allowed ROEs, disallowances, regulatory asset build, delayed riders, refund risk, or affordability interventions.", "Forward equity, ATM issuance, debt cost, or rating pressure outruns EPS and rate-base growth." ], "watch_queue": [ "AEP tariff and customer-credit detail; ETR Investor Day and FFO/debt; SO state recovery and DOE/FFB draws.", "EXC PHI/Pepco/DPL outcomes and debt/equity plan; DUK Brookfield funding and rate-case/rider outcomes.", "Weekly confirmation levels and stale-data refresh after the next completed market session or material filing." ], "knowledge_routes": [ "../../../knowledge/wiki/lanes/sector/utilities.md", "../../../knowledge/wiki/concepts/themes/ai-capex-cycle.md", "../../../knowledge/wiki/concepts/themes/funding-dependency-and-duration-tolerance.md", "../../../knowledge/wiki/concepts/themes/energy-input-cost-pass-through.md" ], "known_gaps": [ "Attribution check on 2026-05-25 used local daily_ohlc for AEP, ETR, SO, EXC, and DUK through 2026-05-22. Local discovery did not have SPY, RSP, XLU, VPU, TLT, or IEF daily_ohlc rows, so proxy context used external SPY and XLU history and remains provisional until those proxies are ingested locally.", "Bounded source check on 2026-05-25 inspected current AEP, ETR, SO, EXC, and DUK knowledge lanes plus external SPY and XLU history. AEP and ETR May 2026 forward-equity offerings, Southern's DOE/FFB loan support, Exelon's Q1 2026 results, and Duke's Brookfield funding path support partial company evidence rather than a single basket-wide catalyst.", "Local 13F holdings are empty for all five tickers in discovery status, so this page does not make holder-concentration claims.", "DUK is the thinnest current knowledge lane in this basket: its paired source is from 2026-05-18 and still asks for refreshed market data, transcript coverage, and debt maturity detail." ], "revision_label": "Paper-led rerank from 1GT and SemiAnalysis grid constraints research", "price_data_as_of": "2026-07-02" }, { "id": "theme_power_scarcity_node_grid_delivery_services", "slug": "grid-delivery-services", "title": "Grid Delivery Services", "level": "L2 core node", "role": "Builds transmission, distribution, substations, generation tie-ins, data-center connections, and utility-scale electrical infrastructure.", "description": "Grid delivery services are the contractors and specialty electrical builders that turn utility, data-center, industrial, power-generation, and interconnection demand into transmission lines, distribution upgrades, substations, generation tie-ins, electrical rooms, and site power connections after a buyer funds a defined scope. The business mechanism is backlog and RPO conversion into segment margin, DSO control, operating cash flow, and free cash flow after labor, equipment, materials, capex, and working-capital needs.", "revision_version": 5, "revision_label": "Paper-led rerank from 1GT and SemiAnalysis grid constraints research", "current_setup": { "what": "This node is the execution layer: contractors and specialty electrical builders turn approved load growth, substations, transmission, distribution, generation tie-ins, and customer-site power work into physical projects.", "why_it_matters": "Power demand does not become contractor earnings until utilities, data-center developers, power generators, industrial customers, and public agencies convert planning into funded scopes. The node confirms only when the work can be permitted, staffed, built, billed, and collected without margin erosion or working-capital stress.", "tailwinds": "The strongest local evidence is company-specific. PWR has the clearest grid-delivery route, with Electric at 82.1% of Q1 revenue, more than $40 billion of Electric backlog, raised FY2026 adjusted EBITDA guidance, improved DSO, and a named NiSource large-load project that still needs economics and timing detail. AGX adds a fresh power EPC lane: FY2026 revenue was $944.6 million, Power was 80.1% of revenue, Power backlog was more than $2.7 billion, consolidated backlog was $2.929 billion, gross margin was 20.5%, and cash/investments were $895.0 million with no debt. MYRG has direct T&D and C&I electrical exposure, 13.4% Q1 gross margin, net cash, and $2.54 billion of backlog expected within 12 months. MTZ has large Power Delivery and CE&I backlog plus raised FY2026 guidance, but DSO and free cash flow need improvement. IESC adds customer-site data-center electrical exposure through Communications, Infrastructure Solutions, and C&I. The next positive proof is Q2 and H2 evidence that backlog converts with stable segment margins, clean billing, and operating cash flow.", "headwinds": "The setup weakens if demand stays in planning studies, interconnection queues, LOIs, non-minimum MSAs, or cancellable backlog, or if funded work converts into low-margin fixed-price revenue. Labor shortages, subcontractor pricing, fuel, freight, metals, tariffs, permitting delays, claims, change orders, closeout disputes, contract assets, contract liabilities, retainage, DSO, refinancing cost, and capex can absorb the economics before shareholders see cash. AGX has a higher valuation and cash-quality proof burden after a major rerating because FY2026 operating cash flow benefited from $214.7 million of contract-liability inflow and fixed-price EPC margins can normalize. PRIM is the largest stale-source row: the local lane predates Q1 2026, while a May 5 official release lowered 2026 adjusted EBITDA guidance and changed backlog mix, so refresh PRIM before relying on it as a current operating read.", "tape_read": "PWR, AGX, MYRG, and IESC have strong price history through 2026-06-18, but the static setup thresholds in this package remain from 2026-05-22 and need refresh before trading use.", "why_setup_matters": "The setup improves only if award conversion, DSO control, claims discipline, labor availability, and cash conversion broaden across the contractors while chart leadership does not narrow to one extended ticker." }, "sleeves": { "core": [ "PWR", "MYRG", "AGX", "MTZ" ], "option": [ "EME", "FIX", "IESC", "STRL" ], "watch": [ "PRIM", "DY" ] }, "chart_tickers": [ "PWR", "MYRG", "AGX", "MTZ", "EME", "FIX", "IESC", "STRL", "PRIM", "DY" ], "demand_origin_refs": [ "MSFT", "AMZN", "GOOGL", "META", "ORCL" ], "basket_intro": "This basket is reranked around the physical delivery bottleneck described in the papers: bulk T&D, substations, interconnections, generation tie-ins, and customer-site electrical work. PWR remains first for scale and electric infrastructure backlog. MYRG moves ahead of AGX and MTZ because it is the purest smaller T&D and substation contractor. AGX gains relevance from BTM and generation EPC, while MTZ keeps scale but needs cash conversion. EME and FIX are added as data-center electrical/mechanical delivery options. IESC, STRL, PRIM, and DY remain lower-ranked because their routes are more customer-site, stale, or less direct to bulk grid relief.", "basket_rows": [ { "ticker": "PWR", "company": "Quanta Services, Inc.", "role": "Largest and clearest grid-delivery row. PWR builds transmission, distribution, substations, generation tie-ins, large-load interconnections, utility hardening, and related infrastructure for utilities, developers, industrial customers, and large-load buyers.", "revenue_mix": "Q1 2026 revenue was $7.874787 billion. Electric Infrastructure Solutions was $6.469 billion, or 82.1% of revenue, and Underground Utility and Infrastructure Solutions was $1.406 billion. Electric revenue grew 30.8%.", "fundamental_snapshot": "Total backlog was $48.47 billion, Electric backlog was just over $40 billion, and RPO was $26.24 billion. FY2026 guidance was raised to $34.7 billion-$35.2 billion of revenue, $3.49 billion-$3.65 billion of adjusted EBITDA, and $1.55 billion-$2.05 billion of free cash flow. DSO improved to 61. Watch NiSource 3 GW project economics, contract risk-sharing, claims, change orders, debt maturity, and acquisition integration." }, { "ticker": "MYRG", "company": "MYR Group, Inc.", "role": "Focused electrical contractor for transmission, distribution, substations, utility infrastructure, and commercial or industrial electrical work. The row gives the basket a smaller but cleaner route to T&D and customer-site electrical execution.", "revenue_mix": "Q1 2026 revenue was about $1.00 billion. Transmission and Distribution was $541.0 million, or 54.1% of revenue, and Commercial and Industrial was $459.4 million, or 45.9%.", "fundamental_snapshot": "Gross margin was 13.4%, net income was $46.8 million, diluted EPS was $2.99, backlog was $2.84 billion, and $2.54 billion of backlog was expected within 12 months. Operating cash flow was $84.7 million versus $16.1 million of capex. Cash was $163.2 million versus $9.4 million of debt. Watch Q2 margin repeatability, contract assets, retention, project closeouts, claims, change orders, and labor availability." }, { "ticker": "AGX", "company": "Argan, Inc.", "role": "Power EPC and project execution capacity row. AGX provides power EPC, commissioning, maintenance, development, and consulting for power generation and related industrial or teledata projects. Regulated transmission ownership and rate-base recovery are outside this row; the economics come from project starts, RUPO/backlog conversion, margin, and cash collection.", "revenue_mix": "FY2026 revenue was $944.6 million. Power generated 80.1% of revenue and held more than $2.7 billion of backlog; Industrial generated 17.7% of revenue, and Teledata generated 2.2%.", "fundamental_snapshot": "Consolidated backlog was $2.929 billion, gross margin was 20.5%, net income was $137.8 million, operating cash flow was $414.7 million, cash/investments were $895.0 million, and debt was zero. Watch backlog/RUPO conversion, Power margin durability, fixed-price cost pressure, customer starts, contract variations, project timing, contract-liability normalization, and valuation after the rerating." }, { "ticker": "MTZ", "company": "MasTec, Inc.", "role": "Large infrastructure contractor with power delivery, civil, energy, communications, and pipeline work. The row is a scale route to utility and data-center-related construction, but the setup needs cash conversion to catch up with backlog and EBITDA growth.", "revenue_mix": "Q1 2026 revenue was $3.829 billion, up 34.5%. Communications revenue was $802.1 million, Clean Energy and Infrastructure was $1.329 billion, Power Delivery was $1.046 billion, and Pipeline Infrastructure was $682.5 million.", "fundamental_snapshot": "Adjusted EBITDA was $283.6 million, up 73.3%, and backlog was $20.328 billion. Power Delivery backlog was $6.222 billion and CE&I backlog was $7.279 billion. FY2026 guidance was raised to $17.5 billion of revenue and $1.5 billion of adjusted EBITDA. The main gates are DSO at 72, free cash flow of $11.9 million versus adjusted EBITDA, and roughly 44% of backlog under non-minimum MSA-like agreements." }, { "ticker": "EME", "company": "EMCOR Group, Inc.", "role": "Option electrical and mechanical delivery row. EMCOR adds data-center and mission-critical construction capacity, but it is more customer-site delivery than regulated T&D bottleneck relief.", "revenue_mix": "The EME lane supports U.S. electrical and mechanical construction, services, record RPO, and data-center or network project exposure.", "fundamental_snapshot": "Confirm with U.S. Electrical and Mechanical margins, RPO conversion, receivable collection, and data-center/network awards. Weaken if large projects slow, margin normalizes, or working capital consumes earnings." }, { "ticker": "FIX", "company": "Comfort Systems USA, Inc.", "role": "Option mechanical and electrical contractor row. Comfort Systems gives the node a clean data-center and technology-building delivery route, with less direct transmission and substation exposure than PWR or MYRG.", "revenue_mix": "The FIX lane supports mechanical, electrical, and technology construction and service work with strong backlog and cash evidence.", "fundamental_snapshot": "Confirm with technology/data-center revenue, backlog margin, free cash flow, and customer concentration detail. Weaken if AI project starts slow, customer concentration rises, or margins normalize from elevated levels." }, { "ticker": "IESC", "company": "IES Holdings, Inc.", "role": "Customer-site and data-center electrical delivery row. IESC supplies electrical, mechanical, technology-infrastructure, and industrial services that can connect AI and power-intensive customer facilities, but it is not a utility-regulated grid builder.", "revenue_mix": "Q2 FY2026 revenue was $974.3 million. Communications was $367.7 million, Residential was $287.6 million, Infrastructure Solutions was $192.4 million, and Commercial and Industrial was $126.5 million.", "fundamental_snapshot": "Communications revenue grew 34.7%, Infrastructure Solutions grew 63.6%, operating income was $112.3 million, backlog was $3.86 billion, and RPO was $2.35 billion. Watch fixed-price exposure, percentage-of-completion accounting, backlog quality, customer concentration, residential margin drag, Gulf Island integration, and whether data-center work converts without claims or margin erosion." }, { "ticker": "STRL", "company": "Sterling Infrastructure, Inc.", "role": "Option/watch site and mission-critical infrastructure row. Sterling fits campus and customer-site buildout better than bulk grid construction, but the papers make funded power-ready site delivery more relevant.", "revenue_mix": "The STRL lane supports E-Infrastructure, mission-critical site work, and construction services, with fixed-price and unsigned-award quality as important gates.", "fundamental_snapshot": "Confirm with signed backlog, E-Infrastructure margin, cash conversion, and repeat mission-critical awards. Weaken if unsigned awards do not convert, fixed-price risk rises, or site-work margins roll over." }, { "ticker": "PRIM", "company": "Primoris Services Corporation", "role": "Utilities and energy infrastructure contractor with gas, electric, communications, power, renewables, storage, and industrial services. It remains a ranked basket row with a stale-source caveat because the local lane predates Q1 2026 and the official post-lane update changed guidance and backlog mix.", "revenue_mix": "Local lane baseline is FY2025: revenue was $7.57 billion, Energy was $5.02 billion, and Utilities was $2.69 billion before eliminations. A bounded official Q1 check after the lane shows total backlog at $11.6 billion, Utilities backlog at $6.9 billion, and Energy backlog at $4.7 billion.", "fundamental_snapshot": "FY2025 operating cash flow was $470.4 million versus $129.9 million of capex, and unrestricted cash of $535.5 million exceeded long-term debt of $472.7 million. The May 5 Q1 release lowered 2026 adjusted EBITDA guidance to $480 million-$500 million and included the PayneCrest acquisition. Refresh Q1 revenue, Energy margin, renewables cost, PayneCrest integration, cash conversion, and guidance in the security lane before ranking PRIM higher." }, { "ticker": "DY", "company": "Dycom Industries, Inc.", "role": "Watch building-systems and communications contractor row. Dycom's Building Systems addition gives some critical-facility exposure, but telecom/fiber still dominates the company setup.", "revenue_mix": "The DY lane supports telecom, utility, fiber, and acquired building-systems exposure, with leverage and cash conversion central after acquisitions.", "fundamental_snapshot": "Confirm with Building Systems margins, retention, free-cash-flow deleveraging, and customer capex durability. Weaken if telecom customer capex slows or acquisition integration absorbs the benefit." } ], "confirming_evidence": [ "Utility, data-center, industrial, power, and public-sector buyers turn load plans into funded awards, signed project scopes, MSAs with minimums, RPO, and backlog.", "Backlog and RPO convert into revenue at stable or rising segment margins despite labor, subcontractor, material, tariff, permitting, and closeout pressure.", "DSO, contract assets, contract liabilities, retainage, and free cash flow improve or normalize while revenue grows." ], "weakening_evidence": [ "Awards stay in planning queues, LOIs, non-minimum MSAs, or cancellable backlog.", "Fixed-price exposure, claims, change orders, labor shortages, subcontractor cost, tariff pressure, or customer-start delays erode margins.", "Backlog grows while DSO, contract assets, contract-liability cash reversal, debt, capex, or free cash flow deteriorate." ], "watch_queue": [ "Q2 and H2 backlog conversion, segment margins, customer mix, and guidance changes.", "DSO, contract assets, contract liabilities, retainage, claims, change orders, and free cash flow.", "Labor availability, subcontractor costs, tariff exposure, refinancing, acquisition integration, and new large-load project economics." ], "confirm_weakens_rows": [ { "area": "Node thesis", "confirms": "Funded utility, data-center, industrial, power, and public-sector scopes become awarded backlog, RPO, or signed MSAs with visible minimums.", "weakens": "Demand remains in planning studies, interconnection queues, LOIs, non-minimum MSAs, or cancellable backlog without funded work packages.", "watch_next": "Award language, project scope, customer funding, rate recovery, customer contribution, MSA minimums, backlog quality, and RPO changes." }, { "area": "Backlog conversion and margin", "confirms": "PWR Electric, AGX Power EPC, MYRG T&D/C&I, MTZ Power Delivery/CE&I, IESC Communications/Infrastructure Solutions, and PRIM Utilities convert backlog or RPO into revenue with stable margins.", "weakens": "Revenue growth comes with fixed-price losses, Power margin reversion, labor or subcontractor overruns, tariff pressure, project delays, claims, change orders, closeout disputes, or backlog cancellation.", "watch_next": "Segment margin bridges, gross margin, backlog additions, book-to-bill, RUPO/RPO, cancellation language, contract assets, contract liabilities, and project closeout commentary." }, { "area": "Cash and working capital", "confirms": "DSO, contract assets, contract liabilities, retainage, operating cash flow, free cash flow, capex, leverage, and refinancing needs remain controlled while revenue grows.", "weakens": "Adjusted EBITDA grows faster than cash, DSO rises, contract assets build, contract-liability cash reverses, free cash flow lags, debt or capex absorbs the backlog benefit, or refinancing cost rises.", "watch_next": "PWR DSO and FCF guide, AGX contract liabilities and operating cash flow, MYRG operating cash flow, MTZ DSO and FCF, IESC fixed-price and backlog quality, and PRIM post-Q1 cash conversion." }, { "area": "Technical setup", "confirms": "Weekly closes clear staged triggers in the ranked order after the static setup package is refreshed for PWR, AGX, MYRG, MTZ, IESC, and PRIM.", "weakens": "Weekly closes lose refreshed support levels for PWR, AGX, MYRG, MTZ, IESC, or PRIM, or leadership narrows to one extended ticker while operating evidence stays mixed.", "watch_next": "Refresh weekly OHLC after the next completed market session and keep chart order aligned with the basket rank." }, { "area": "Stale condition", "confirms": "Discovery daily_ohlc remains current through 2026-06-18, the AGX lane covers the 2026-06-21 paired research/profile output, and no new filing, earnings release, contract, guidance change, rating action, or financing update has arrived after the cited sources.", "weakens": "A completed trading session after 2026-06-18, a FY2027 quarterly release, 10-Q, 8-K, investor-day deck, guidance change, contract award, rating action, refinancing update, AGX margin/cash update, or material customer/capex disclosure arrives before refresh.", "watch_next": "Refresh discovery status, reconcile daily_ohlc lineage, update contractor source lanes or bounded official checks, regenerate setup levels and chart SVGs, then update node-data, node report.json, and source trail together." } ], "setup_rows": [ { "ticker": "PWR", "label": "Overextension; pullback from resistance", "zone": "Weekly close $723.44, 20.5% above rising 20W EMA $600.27; recent resistance $788.75; latest weekly low $690.79.", "trigger": "Weekly close above $788.75; lower-risk reset is a pullback holding $690.79 and reclaiming $769.99.", "invalidation": "Weekly close below $690.79 weakens momentum; below $600.27 invalidates the trend.", "commentary": "PWR ranks first on source-backed grid exposure, but the chart is extended. Timing improves if either a breakout above $788.75 has volume or a pullback holds $690.79 while backlog and cash evidence stay intact." }, { "ticker": "AGX", "label": "No refreshed static setup", "zone": "AGX was added from the 2026-06-21 knowledge lane after the 2026-05-22 static setup package.", "trigger": "No static trigger added. Refresh the weekly setup package before treating AGX levels as trading evidence.", "invalidation": "No static invalidation added. Use the selected-security API chart for current price context until setup levels are regenerated.", "commentary": "AGX ranks second on power EPC exposure, backlog, margin, cash, and no debt, but this node does not add invented static chart levels for the new row." }, { "ticker": "MYRG", "label": "Overextension; pullback from breakout high", "zone": "Weekly close $446.90, 35.8% above rising 20W EMA $329.10; recent range $422.58-$480.00.", "trigger": "Weekly close above $480.00 with volume above the 20W average; lower-risk reset holds $422.58 and reclaims $467.46.", "invalidation": "Weekly close below $422.58 weakens the setup; below $329.10 invalidates the trend.", "commentary": "MYRG is fundamentally cleaner than several peers on electrical purity and net cash, but the chart is far above trend support. Q2 margin and cash evidence need to confirm the rerating." }, { "ticker": "MTZ", "label": "Base forming after sharp advance", "zone": "Weekly close $382.11, 16.0% above rising 20W EMA $329.40; near-term range $369.05-$441.43.", "trigger": "Weekly close above $415.21 starts repair; above $441.43 confirms breakout.", "invalidation": "Weekly close below $369.05 weakens the base; below $329.40 invalidates the trend.", "commentary": "MTZ has large Power Delivery and CE&I exposure, but DSO and free cash flow are the gating fundamentals. The setup is constructive only if price clears staged repair while cash conversion improves." }, { "ticker": "IESC", "label": "Overextension; volume divergence watch", "zone": "Weekly close $659.65, 23.1% above rising 20W EMA $535.83; recent range $605.99-$700.20; latest weekly volume 0.92x the 20W average.", "trigger": "Weekly close above $700.20 with volume above the 20W average; lower-risk reset holds $605.99 and reclaims $682.20.", "invalidation": "Weekly close below $605.99 weakens the setup; below $535.83 invalidates the trend.", "commentary": "IESC belongs through data-center and customer-site electrical delivery, not utility-regulated grid recovery. The chart is extended and volume is not confirming strongly, so backlog, margin, and cash evidence need to do more work." }, { "ticker": "PRIM", "label": "Below key trend; base repair above 100W EMA", "zone": "Weekly close $117.55, below falling 20W EMA $140.23 and above rising 100W EMA $104.05; post-breakdown range $98.09-$119.95.", "trigger": "Weekly close above $140.23 starts repair; above $176.68 confirms broader repair.", "invalidation": "Weekly close below $103.58/$104.05 weakens the repair; hard invalidation below $98.09.", "commentary": "PRIM is a stale-source ranked row with a damaged chart. Official Q1 evidence should be filed into the lane before treating a repair above the 20W EMA as investable confirmation." } ], "knowledge_routes": [ "../../../knowledge/wiki/concepts/themes/power-scarcity-and-grid-load.md", "../../../knowledge/wiki/lanes/sector/industrials.md", "../../../knowledge/wiki/lanes/security/pwr.md", "../../../knowledge/wiki/lanes/security/agx.md", "../../../knowledge/wiki/lanes/security/myrg.md", "../../../knowledge/wiki/lanes/security/mtz.md", "../../../knowledge/wiki/lanes/security/iesc.md", "../../../knowledge/wiki/lanes/security/prim.md", "../../../knowledge/raw/sources/security_profile__agx__autoresearch_security_profile_06212026_/output.md", "../../../knowledge/raw/sources/security_research__agx__autoresearch_security_profile_06212026_/output.md" ], "external_sources": [ { "label": "PWR Q1 2026 results release", "url": "https://investors.quantaservices.com/news-events/press-releases/detail/396/quanta-services-reports-first-quarter-2026-results", "note": "Official IR release used to cross-check Electric revenue, backlog, guidance, DSO, and large-load project detail." }, { "label": "AGX filed security lane and paired raw outputs", "url": "../../../knowledge/wiki/lanes/security/agx.md", "note": "Local canonical lane and paired 2026-06-21 profile/research outputs used for FY2026 revenue, Power mix, backlog, margin, operating cash flow, cash/investments, no debt, fixed-price risk, contract-liability timing, valuation, and next evidence." }, { "label": "MYRG Q1 2026 results exhibit", "url": "https://www.sec.gov/Archives/edgar/data/0000700923/000070092326000026/myrg-2026331x8kxexx991.htm", "note": "SEC-filed exhibit used to cross-check revenue mix, backlog, cash flow, and balance-sheet facts." }, { "label": "MTZ Q1 2026 results release", "url": "https://investors.mastec.com/news-releases/news-release-details/mastec-reports-first-quarter-2026-results-and-increases-full", "note": "Official IR release used to cross-check revenue, segment backlog, adjusted EBITDA, guidance, DSO, and free-cash-flow gates." }, { "label": "IESC fiscal Q2 2026 results release", "url": "https://investors.ies-corporate.com/news-releases/news-release-details/ies-holdings-reports-fiscal-2026-second-quarter-results", "note": "Official IR release used to cross-check customer-site electrical exposure, segment mix, backlog, and RPO." }, { "label": "PRIM Q1 2026 results release", "url": "https://ir.prim.com/news-and-events/news-releases/2026/05-05-2026-211613921", "note": "Official IR release used only as a bounded stale-lane check for updated backlog mix, lowered 2026 adjusted EBITDA guidance, and PayneCrest." } ], "known_gaps": [ "Discovery supports price, volume, weekly OHLC, EMA, and coverage facts only. It does not support causal price-action claims without a filing, earnings release, contract, rate recovery, financing, or guidance update.", "Local discovery status previously showed 13F holdings rows were empty for the original basket. Do not make holder-concentration claims for AGX or peers from this node page.", "Local daily_ohlc coverage runs through 2026-06-18 for PWR, AGX, MYRG, MTZ, IESC, and PRIM, but lineage metadata may not explain the latest rows. Treat chart provenance as price and volume context until lineage is reconciled.", "PWR has the freshest knowledge lane, but NiSource large-load economics, timing, risk-sharing, contract terms, debt maturity, acquisition integration, claims, and change-order risk still need follow-up.", "AGX is power EPC/project execution capacity. The live proof burden is backlog/RUPO conversion, Power margin durability, fixed-price cost control, customer starts, contract variations, working-capital normalization, and valuation after a major rerating.", "MTZ, MYRG, and IESC source lanes are usable as caveated May 3 baselines with transcript, peer, customer, fixed-price, or source-depth gaps. MTZ Investor Day materials after the lane date should be checked before using long-range targets.", "PRIM local knowledge predates Q1 2026. The May 5 official release lowered 2026 adjusted EBITDA guidance and changed backlog mix, so the security lane should be refreshed before PRIM is treated as a current operating read.", "IESC is adjacent customer-site and data-center electrical delivery, not a regulated utility-grid recovery row. Keep it separate from rate-base or transmission-owner claims.", "Static setup thresholds remain from 2026-05-22 even though price data is current through 2026-06-18. Refresh setup rows before using levels as trading evidence." ], "price_data_as_of": "2026-07-02", "generator_drift": "scripts/build_power_scarcity_nodes.py is stale versus the reviewed static node-page format and should not be rerun until it emits setup visuals, ranked basket cards, evidence boards, right-rail chart metadata, hidden setup source fields, and current report.json freshness metadata." }, { "id": "theme_power_scarcity_node_new_power_demand", "slug": "new-power-demand", "title": "New Power Demand", "level": "L1 demand monitor node", "role": "Tracks whether AI, cloud, colocation, industrial, and electrification plans are becoming signed, funded, and energizable power load.", "description": "This node covers the demand side of the power-scarcity chain: cloud platforms, AI compute providers, enterprise software clouds, and data-center REITs that request large blocks of electricity for servers, cooling, networking, storage, and customer deployments. The paper-led rerank puts energized or contracted AI capacity first: CRWV, MSFT, ORCL, AMZN, and GOOGL are core; NBIS and META are option-tier; DLR and EQIX stay as landlord watch rows until power, lease, AFFO, and funding evidence confirms per-share conversion.", "current_setup": { "why_it_matters": "New power demand is the upstream proof that grid scarcity is real. The papers make this stricter: planning-case demand only matters when it becomes active or contracted MW, connected-power targets, cloud RPO, signed leases, customer commitments, PPAs, power-reservation terms, funded interconnection work, and capex that converts into revenue and cash flow.", "tailwinds": "The strongest evidence now comes from direct power or capacity disclosures at CRWV and NBIS, cloud/RPO and capex evidence at MSFT, ORCL, AMZN, and GOOGL, internal AI campus spending at META, and data-center capacity corroboration at DLR and EQIX. These names confirm the theme when demand, power access, utilization, margin, and FCF after capex move together.", "headwinds": "Demand originators validate power scarcity but are often the capex spenders. The setup weakens if active MW does not become revenue, RPO does not convert, power access slips, leases and debt rise faster than utilization, or AI monetization cannot carry the data-center and power bill." }, "sleeves": { "core": [ "CRWV", "MSFT", "ORCL", "AMZN", "GOOGL" ], "option": [ "NBIS", "META" ], "watch": [ "DLR", "EQIX" ] }, "chart_tickers": [ "CRWV", "MSFT", "ORCL", "AMZN", "GOOGL", "NBIS", "META", "DLR", "EQIX" ], "demand_origin_refs": [ "CRWV", "MSFT", "ORCL", "AMZN", "GOOGL", "NBIS", "META", "DLR", "EQIX" ], "revision_version": 3, "revision_label": "Paper-led rerank from 1GT and SemiAnalysis grid constraints research", "basket_intro": "This basket is reranked as a demand-proof monitor, not a clean-beneficiary list. The papers make signed or energizable load the key input, so direct active/contracted MW, connected-power targets, cloud RPO, AI backlog, leases, customer commitments, capex funding, and FCF after capex move ahead of generic hyperscaler size. CRWV ranks first because the local lane has active and contracted power. MSFT, ORCL, AMZN, and GOOGL follow for durable cloud or RPO evidence. NBIS is added as an option because it has direct connected and contracted power targets. META validates load but has less direct MW/RPO disclosure. DLR and EQIX are watch corroborators rather than demand originators.", "basket_rows": [ { "ticker": "CRWV", "company": "CoreWeave, Inc.", "role": "Core AI infrastructure and power-capacity proxy. CoreWeave has direct evidence around AI cloud demand, active power, contracted power, backlog, and customer commitments, but the equity setup is fragile because financing, leases, debt, customer concentration, and short trading history matter.", "revenue_mix": "The local CRWV lane frames the company as AI cloud capacity. Revenue is tied to GPU cloud and infrastructure customers; the power route is active and contracted capacity supporting that compute service.", "fundamental_snapshot": "The CRWV lane shows Q1 2026 revenue of $2.078B, up 112%, backlog of $99.4B, more than $40B of Q1 customer commitments, active power above 1 GW, and contracted power above 3.5 GW. Offsets include Q1 adjusted operating margin of 1%, GAAP net loss of $740M, PP&E purchases of $7.695B, principal debt of $25.149B, operating leases of $10.050B, and FY2026 capex guidance of $31B-$35B. CRWV daily OHLC begins on 2025-03-28, so its chart lacks full 100-week history." }, { "ticker": "MSFT", "company": "Microsoft Corporation", "role": "Core hyperscale demand originator. Microsoft turns the theme into observable load through Azure capacity additions, data-center PP&E, commercial RPO, long-duration cloud contracts, and power needs for AI training and inference. The confirmation gate is whether Azure demand, Copilot monetization, power access, and cloud margin support the capex plan.", "revenue_mix": "Local security coverage frames Microsoft as cloud and subscription-led. Product and Business Processes plus Intelligent Cloud supplied most Q3 FY2026 revenue and more than 90% of segment operating income in the stored lane.", "fundamental_snapshot": "The MSFT lane shows Q3 FY2026 Microsoft Cloud revenue of $54.5B, up 29%, commercial RPO of $627B, up 99%, Azure and other cloud services growth of 40%, nine-month FY2026 PP&E additions of $80.1B, Q4 capex expected above $40B, and roughly $190B of calendar 2026 capex expectations. Watch Azure capacity utilization, Copilot conversion, Cloud margin, and free cash flow after capex." }, { "ticker": "ORCL", "company": "Oracle Corporation", "role": "Core OCI and AI-infrastructure demand reference. Oracle ranks in the core demand basket because OCI and AI infrastructure can create large data-center load. The local ORCL lane shows the demand is real but proof-heavy; capex, financing, customer concentration, power procurement, and cash-flow evidence decide equity value.", "revenue_mix": "No local ORCL security lane is linked. Segment and revenue-mix claims should come from a future Oracle lane or bounded official-source check before they are used in the report.", "fundamental_snapshot": "Local discovery has ORCL daily OHLC through 2026-05-22. The BE security lane contains Oracle customer evidence for fuel-cell deployment, but that supports Oracle as a customer-demand read and does not establish ORCL shareholder economics for this node." }, { "ticker": "AMZN", "company": "Amazon.com, Inc.", "role": "Core AWS and cloud-load originator. Amazon turns the theme into observable load through AWS region buildout, AI infrastructure, power procurement, data-center capex, and customer commitments. The confirmation gate is whether AWS growth and utilization justify the power and PP&E spend while retail cash generation funds the build.", "revenue_mix": "The local AMZN lane separates AWS from retail and other operations. AWS is the direct load route; retail cash flow and advertising help fund the infrastructure program.", "fundamental_snapshot": "The AMZN lane shows Q1 2026 consolidated net sales of $181.519B and operating income of $23.852B. AWS sales were $37.587B and AWS operating income was $14.161B. Trailing twelve-month operating cash flow was $148.531B versus PP&E purchases of $151.003B, Q1 cash capex was $43.2B, and contractual commitments were $569.280B. Watch AWS growth, AI customer conversion, utilization, and free cash flow after infrastructure spending." }, { "ticker": "GOOGL", "company": "Alphabet Inc.", "role": "Core Google Cloud and AI infrastructure demand originator. Alphabet turns the theme into observable load through Google Cloud backlog, TPU and Gemini infrastructure, data-center construction, PPAs, and power-procurement needs. The confirmation gate is whether cloud backlog and Search or AI revenue absorb the capex.", "revenue_mix": "The local GOOGL lane routes demand through Google Cloud, Search, YouTube, and AI infrastructure. Google Cloud is the clearest customer-backed load route; Search and ads fund the broader capex plan.", "fundamental_snapshot": "The GOOGL lane shows Q1 2026 revenue of $109.896B. Google Cloud revenue was $20.028B, Google Cloud operating income was $6.598B, and backlog was above $460B. Q1 capex was $35.674B, free cash flow was $10.116B, 2026 capex guidance was $180B-$190B, and 2027 capex was expected to increase. Watch backlog conversion, cloud margin, Search AI monetization, and free cash flow after capex." }, { "ticker": "NBIS", "company": "Nebius Group N.V.", "role": "Option demand-origin and capacity proof row. Nebius has more direct connected and contracted power disclosure than most hyperscalers, but first-occurrence evidence, capex, debt, ATM funding, and execution risk keep it below the larger self-funding clouds.", "revenue_mix": "The NBIS lane routes demand through AI Cloud capacity, Meta-related orders, contracted power, connected-power targets, customer advances, and infrastructure funding.", "fundamental_snapshot": "Confirm with connected MW ramping toward the 2026 target, Meta orders starting on schedule, AI Cloud ARR becoming revenue, and financing that does not overwhelm common equity. Weaken if power delivery slips, customer concentration rises, or debt/ATM dilution absorbs the demand signal." }, { "ticker": "META", "company": "Meta Platforms, Inc.", "role": "Core AI campus and data-center demand confirmer. Meta turns the theme into observable load through AI training and inference campuses, server and power commitments, data-center capex, and long-duration infrastructure contracts. The confirmation gate is whether Family of Apps cash flow and AI product evidence support the capex schedule.", "revenue_mix": "The local META lane shows Family of Apps as the cash engine funding AI infrastructure. The power-demand route is data-center capex and infrastructure commitments, not direct utility ownership.", "fundamental_snapshot": "The META lane shows Q1 2026 revenue of $56.311B, a 41% operating margin, and Family of Apps operating income of $26.900B. 2026 capex guidance was $125B-$145B, with non-cancelable commitments of $237.67B and about $24B of April infrastructure contracts. Watch ad revenue durability, AI usage evidence, infrastructure timing, and free cash flow after capex." }, { "ticker": "DLR", "company": "Digital Realty Trust, Inc.", "role": "Watch data-center landlord and powered-campus reference. Digital Realty can transmit demand into power needs through leasing, development, interconnection, and campus delivery, but the workspace does not have a local DLR security lane. Treat it as adjacent exposure until leasing, MW delivery, development yield, AFFO, capex, debt, and power availability are filed.", "revenue_mix": "No local DLR security lane is linked. The Real Estate sector lane supports data-center tightness only at a sector level and should not be used as a full DLR underwriting view.", "fundamental_snapshot": "Local discovery has DLR daily OHLC through 2026-05-22. Use the chart as timing context only; company-level demand and cash-flow claims need a refreshed security lane or bounded official-source check." }, { "ticker": "EQIX", "company": "Equinix, Inc.", "role": "Watch colocation and interconnection reference. Equinix can transmit customer demand into power needs through leases, campuses, interconnection, and power availability, but the workspace does not have a local EQIX security lane. Treat it as adjacent demand infrastructure until leasing, MW, power procurement, AFFO, capex, and balance-sheet detail are filed.", "revenue_mix": "No local EQIX security lane is linked. The Real Estate sector lane supports data-center tightness only at a sector level and should not be used as a full EQIX underwriting view.", "fundamental_snapshot": "Local discovery has EQIX daily OHLC through 2026-05-22. Use the chart as timing context only; company-level demand and cash-flow claims need a refreshed security lane or bounded official-source check." } ], "setup_rows": [ { "ticker": "MSFT", "label": "below key trend", "zone": "Weekly close $418.57, 3.1% below the 100W EMA at $432.01.", "trigger": "Weekly close above the 100W EMA at $432.01.", "invalidation": "Weekly close below $356.28.", "commentary": "MSFT has the strongest local demand and funding evidence, but the chart still needs repair. A reclaim of the 100W EMA matters only if Azure capacity, RPO, Cloud margin, and free cash flow after capex stay intact." }, { "ticker": "AMZN", "label": "base forming", "zone": "Weekly close $266.32; 20W EMA $239.74 and 100W EMA $212.96.", "trigger": "Weekly close above $278.56.", "invalidation": "Weekly close below $199.14.", "commentary": "AMZN is technically stronger than MSFT while still needing AWS growth, utilization, and cash conversion to justify the infrastructure and power spend." }, { "ticker": "GOOGL", "label": "base forming", "zone": "Weekly close $382.97; 20W EMA $335.01 and 100W EMA $244.20.", "trigger": "Weekly close above $403.70.", "invalidation": "Weekly close below $272.11.", "commentary": "GOOGL has strong Cloud backlog and capex evidence. The setup confirms only if cloud and AI revenue keep absorbing the data-center and power-procurement buildout." }, { "ticker": "META", "label": "base forming", "zone": "Weekly close $610.26 near 20W EMA $631.42; 13-week range $520.26-$691.52.", "trigger": "Weekly close above $691.52.", "invalidation": "Weekly close below $520.26.", "commentary": "META is near the 20W EMA after a large capex guide. The next check is whether AI product evidence, Family of Apps cash flow, and infrastructure commitments support the spend." }, { "ticker": "CRWV", "label": "base forming", "zone": "Weekly close $105.49; 20W EMA $98.83 and 100W EMA unavailable because public OHLC begins on 2025-03-28.", "trigger": "Weekly close above $138.25.", "invalidation": "Weekly close below $67.15.", "commentary": "CRWV has direct power-capacity and backlog evidence, but short chart history, debt, leases, customer concentration, and capex funding keep the core row high-risk." }, { "ticker": "ORCL", "label": "base forming", "zone": "Weekly close $192.08; 20W EMA $176.73 and 100W EMA $178.07.", "trigger": "Weekly close above $200.71.", "invalidation": "Weekly close below $134.57.", "commentary": "ORCL has a constructive chart setup and ranks in the core demand basket. The local lane supports OCI demand but keeps capex, power, lease, financing, and cash-flow claims on a high proof burden." }, { "ticker": "EQIX", "label": "base forming", "zone": "Weekly close $1079.79; 20W EMA $982.55 and 100W EMA $866.38.", "trigger": "Weekly close above $1128.68.", "invalidation": "Weekly close below $918.27.", "commentary": "EQIX is a relevant colocation and interconnection watch name, but the current workspace lacks a security lane. Leasing, MW delivery, power availability, AFFO, and capex evidence must come before stronger claims." }, { "ticker": "DLR", "label": "pullback to rising moving average", "zone": "Weekly close $192.03, 4.8% above rising 20W EMA $183.26.", "trigger": "Weekly close above $208.14.", "invalidation": "Weekly close below $172.91.", "commentary": "DLR has a cleaner pullback setup than EQIX, but the landlord rows still need leasing, power, AFFO, funding, and development-yield evidence before ranking higher." } ], "confirm_weakens_rows": [ { "area": "Customer commitment evidence", "confirms": "Cloud RPO, AI backlog, contracted compute, signed leases, customer credit support, or non-cancelable commitments move together with identified data-center or campus buildout.", "weakens": "Demand stays in planning cases, LOIs, non-binding queues, broad capex headlines, or customer announcements without term, price, credit, cancellation, or timing evidence.", "watch_next": "CRWV backlog and active/contracted power, MSFT commercial RPO and Azure capacity, ORCL OCI evidence, AMZN AWS commitments, GOOGL Cloud backlog, NBIS connected-power targets, META infrastructure contracts, and customer concentration." }, { "area": "Power procurement and capacity", "confirms": "PPAs, power-reservation terms, active or contracted MW, interconnection funding, customer contributions, or utility agreements show that demand can become energized load.", "weakens": "Power access is delayed, self-supply replaces grid demand, interconnection queues slip, power costs rise without customer pass-through, or capacity rights remain undisclosed.", "watch_next": "Active and contracted power disclosures, utility filings, PPA language, energization dates, and customer-funded interconnection detail." }, { "area": "Economics after capex", "confirms": "Cloud, AI, ad, or colocation revenue growth supports operating income, margin, and free cash flow after data-center capex, leases, depreciation, interest, and power costs.", "weakens": "Capex, leases, interest, depreciation, power costs, or customer concentration rise faster than revenue, utilization, operating income, and cash conversion.", "watch_next": "Free cash flow after capex at hyperscalers; CRWV debt, leases, adjusted operating margin, and utilization; ORCL, EQIX, and DLR lane creation before company-level claims." }, { "area": "Downstream conversion", "confirms": "Demand evidence also appears in utility load agreements, merchant PPAs or capacity markets, equipment backlog, grid-service work, powered-campus leasing, cooling orders, or fuel input demand.", "weakens": "Downstream pages show delayed recovery, weak PPA economics, equipment cancellations, grid interconnection slippage, campus delivery problems, cooling order gaps, or fuel-cost pressure.", "watch_next": "Utilities and grid recovery, merchant power and capacity markets, electrical equipment bottlenecks, grid delivery services, power-ready campuses, cooling and backup, and fuel inputs." }, { "area": "Technical setup", "confirms": "Weekly closes clear more than one demand-name trigger: MSFT $432.01, AMZN $278.56, GOOGL $403.70, META $691.52, CRWV $138.25, ORCL $200.71, EQIX $1128.68, and DLR $208.14.", "weakens": "Weekly closes lose MSFT $356.28, AMZN $199.14, GOOGL $272.11, META $520.26, CRWV $67.15, ORCL $134.57, EQIX $918.27, or DLR $172.91.", "watch_next": "Refresh weekly OHLC after the next completed market session. Keep chart evidence separate from load-commitment evidence." }, { "area": "Stale condition", "confirms": "Discovery daily_ohlc coverage remains current through 2026-07-02 for all nine active tickers, linked security lanes still cover the latest company evidence where filed, and no new earnings, filings, power contracts, leases, financing updates, or major utility filings have arrived since the cited sources.", "weakens": "A new trading session, earnings release, 10-Q, guidance update, power agreement, data-center lease, financing, rating action, utility filing, or source-lane refresh arrives before this page is updated.", "watch_next": "Refresh discovery coverage, source lanes, setup levels, chart SVGs, and node-data together." } ], "confirming_evidence": [ "Cloud RPO, AI backlog, contracted compute, signed leases, customer credit support, or non-cancelable commitments are tied to identified data-center or campus buildout.", "PPAs, power-reservation terms, active or contracted MW, interconnection funding, customer contributions, or utility agreements show demand can become energized load.", "Cloud, AI, ad, or colocation revenue supports operating income, margin, and free cash flow after data-center capex, leases, depreciation, interest, and power costs." ], "weakening_evidence": [ "Demand remains a forecast, LOI, non-binding queue entry, or capex headline without term, price, credit, cancellation, or timing evidence.", "Power access is delayed, interconnection queues slip, or capacity rights remain undisclosed.", "Capex, leases, interest, depreciation, power costs, or customer concentration rise faster than revenue, utilization, operating income, and cash conversion." ], "watch_queue": [ "MSFT commercial RPO and Azure capacity, AMZN AWS commitments, GOOGL Cloud backlog, META infrastructure contracts, and CRWV backlog and power capacity.", "Active and contracted power, PPA language, energization dates, customer-funded interconnection, utility filings, and data-center lease evidence.", "Weekly confirmation levels, CRWV short-history caveat, and ORCL/EQIX/DLR local security-lane gaps." ], "knowledge_routes": [ "../../../knowledge/wiki/concepts/themes/ai-capex-cycle.md", "../../../knowledge/wiki/concepts/themes/funding-dependency-and-duration-tolerance.md", "../../../knowledge/wiki/lanes/sector/information-technology.md", "../../../knowledge/wiki/lanes/sector/communication-services.md", "../../../knowledge/wiki/lanes/sector/real-estate.md" ], "known_gaps": [ "Basket is inherited from the parent demand card and reranked by paper-led time-to-power exposure, local knowledge coverage, and discovery chart availability. CRWV, MSFT, ORCL, AMZN, and GOOGL are core; NBIS and META are option-tier; DLR and EQIX stay watch until landlord power, leasing, AFFO, and funding evidence confirms per-share conversion.", "Discovery daily_ohlc coverage is current through 2026-07-02 for all nine active tickers. Discovery supports price, volume, weekly OHLC, EMA, and coverage facts only; it does not prove power-load causality without source-routed commitment evidence.", "CRWV daily OHLC begins on 2025-03-28, so its chart lacks a full three-year window and does not have a full 100-week EMA history. Do not compare its setup mechanically with mature public companies.", "ORCL, EQIX, and DLR have local lanes, but company-level claims about OCI demand, colocation leases, power procurement, AFFO, capex, debt, or development yield still need current source-routed proof.", "Local ETF benchmark OHLC for common proxies was not part of this node build, so the page does not make relative-return or causal attribution claims versus SPY, QQQ, XLK, VGT, or VNQ." ], "price_data_as_of": "2026-07-02", "generator_drift": "scripts/build_power_scarcity_nodes.py is stale versus the reviewed static node-page format and should not be rerun until it emits setup visuals, ranked basket cards, evidence boards, right-rail chart metadata, hidden setup source fields, and current report.json freshness metadata." }, { "id": "theme_power_scarcity_node_fuel_inputs", "slug": "fuel-inputs", "title": "Fuel Inputs", "level": "L2 sub-route node", "role": "Tracks the nuclear fuel, gas, LNG, midstream, and upstream inputs needed to keep firm power reliable.", "description": "Fuel inputs are the fuel-cycle and gas-infrastructure layer that keeps firm power available when data centers, industrial plants, utilities, and power producers need dependable megawatts. The node covers nuclear fuel and enrichment, uranium production and fuel services, LNG liquefaction and export capacity, natural-gas transmission and storage, midstream gathering and processing, and upstream gas supply. The paper-led rerank moves gas deliverability ahead of slower nuclear-fuel routes: WMB, KMI, ET, LNG, and OKE are core because pipelines, storage, feedgas, and LNG cash flow are nearer-term BTM and dispatchable-power routes; EPD, CCJ, LEU, and EQT sit option-tier; BWXT remains watch until nuclear-services evidence is narrower.", "current_setup": { "why_it_matters": "Fuel inputs matter because BTM and hybrid data-center power need dependable fuel before the ordinary grid catches up. The papers shift the near-term prior toward gas deliverability, pipeline capacity, storage, and contracted midstream EBITDA while keeping nuclear fuel as a slower clean-firm reliability sleeve.", "tailwinds": "WMB, KMI, ET, LNG, and OKE move up because gas transport, storage, LNG feedgas, and power/LDC demand are closer to near-term BTM and dispatchable-power needs. CCJ, LEU, EQT, and BWXT remain relevant, but their economics are more policy, funding, construction, or commodity gated.", "headwinds": "The setup weakens if power-demand inquiries do not become signed capacity, gas project approvals slip, fuel costs trigger utility or customer backlash, LNG marketing cash normalizes, nuclear fuel awards lag, or upstream gas beta overwhelms contracted infrastructure cash flow." }, "sleeves": { "core": [ "WMB", "KMI", "ET", "LNG", "OKE" ], "option": [ "EPD", "CCJ", "LEU", "EQT" ], "watch": [ "BWXT" ] }, "chart_tickers": [ "WMB", "KMI", "ET", "LNG", "OKE", "EPD", "CCJ", "LEU", "EQT", "BWXT" ], "demand_origin_refs": [ "MSFT", "AMZN", "GOOGL", "META", "ORCL" ], "subroutes": [ { "title": "Nuclear fuel and services", "tickers": [ "LEU", "CCJ", "BWXT" ] }, { "title": "Gas, LNG, and midstream", "tickers": [ "WMB", "KMI", "ET", "LNG", "OKE", "EPD" ] }, { "title": "Upstream gas sensitivity", "tickers": [ "EQT" ] } ], "revision_version": 4, "revision_label": "Paper-led rerank from 1GT and SemiAnalysis grid constraints research", "basket_intro": "This basket is reranked gas-first because the SemiAnalysis BTM thesis is mainly a 2027-2028 speed and certainty problem solved with onsite or hybrid gas generation, firm transport, storage, and pipeline deliverability. WMB and KMI move to the top because their local evidence is closest to power-generation and LDC gas demand. ET and EPD are added as midstream candidates with local coverage. LNG and OKE remain core cash-flow routes. CCJ, LEU, EQT, and BWXT remain important, but nuclear fuel and upstream gas are slower, more policy/funding gated, or more commodity-sensitive than near-term gas deliverability.", "basket_rows": [ { "ticker": "WMB", "company": "The Williams Companies, Inc.", "role": "Williams owns natural-gas transmission, gathering, processing, and power-adjacent infrastructure, including routes that can serve power generation, data-center, utility, and industrial demand. Theme pressure becomes economics through transportation, storage, gathering, processing, project EBITDA, and AFFO. The gate is signed customer agreements, FERC or project approvals, capex execution, leverage, and a filed security lane that turns the clipped article evidence into durable company coverage.", "revenue_mix": "No local WMB security lane is filed. The clipped Q1 2026 company article routes exposure through Transmission, Power & Gulf; Northeast G&P; West; Gas & NGL Marketing Services; and Other, with Q1 adjusted EBITDA of $2.254B.", "fundamental_snapshot": "The clipped Q1 article reports CFFO of $1.603B, AFFO of $1.770B, dividend coverage of 2.76x, and debt/adjusted EBITDA near 3.61x. It cites Neo at 682 MW, Atlas up to 164 MMcf/d, Silver Spur at 275 MMcf/d, and Transco Power Express at 750 MMcf/d. A WMB lane is still needed before full underwriting." }, { "ticker": "KMI", "company": "Kinder Morgan, Inc.", "role": "Kinder Morgan owns gas pipelines, storage, and other midstream infrastructure that can serve LNG shippers, LDCs, power plants, industrial users, and data-center-related demand. Theme pressure becomes economics through long-term take-or-pay contracts, firm transportation, storage, backlog conversion, and project EBITDA. The gate is FERC and project approvals, contracted in-service dates, leverage, and a filed security lane that converts the clipped article evidence into maintained coverage.", "revenue_mix": "No local KMI security lane is filed. The clipped Q1 2026 company article says Natural Gas Pipelines drove outperformance; KMI has more than 65,000 miles of natural-gas pipelines and more than 700 Bcf of working gas storage.", "fundamental_snapshot": "The clipped Q1 article reports adjusted EBITDA of $2.539B, CFFO of $1.5B, FCF after capex of $0.7B, and net debt/adjusted EBITDA of 3.6x. Project backlog was $10.1B, about 92% natural gas and nearly 60% tied to power generation and LDC demand. A KMI lane is still needed before full underwriting." }, { "ticker": "ET", "company": "Energy Transfer LP", "role": "Core gas and NGL infrastructure row. Energy Transfer is an obvious gas-deliverability addition when behind-the-meter and hybrid data-center power relies on gas supply, storage, and large pipeline networks.", "revenue_mix": "The ET lane supports gas, NGL, crude, refined-products, export, storage, and processing assets, with data-center and power-generation demand as a demand source rather than the whole company thesis.", "fundamental_snapshot": "Confirm with recurring base volumes, signed power or industrial demand, project EBITDA, DCF coverage, and leverage discipline. Weaken if one-time optimization, capex creep, LP complexity, or funding stress dominates." }, { "ticker": "LNG", "company": "Cheniere Energy, Inc.", "role": "Cheniere sells LNG capacity and cargoes from Sabine Pass and Corpus Christi to long-term global buyers and short-term integrated-marketing customers. Theme pressure becomes economics through liquefaction fees, contracted production, cargo volumes, marketing margin, EBITDA, and DCF. The gate is Stage 3 completion, the derivative and IPM cash bridge, marketing-margin durability, leverage, buybacks, and expansion capex.", "revenue_mix": "Q1 2026 revenue was $5.868B, including $4.751B from third-party long-term agreements and $1.256B from short-term integrated marketing sales. About 90% of anticipated SPL and CCL production is contracted through the mid-2030s.", "fundamental_snapshot": "Q1 adjusted EBITDA was $2.333B, DCF was $1.67B, exported cargoes were 187, and Corpus Christi Stage 3 was 96.5% complete at 2026-03-31. FY2026 guidance is $7.25B-$7.75B adjusted EBITDA and $4.75B-$5.25B DCF; total debt was $23.942B and available liquidity was $8.349B." }, { "ticker": "OKE", "company": "ONEOK, Inc.", "role": "ONEOK owns and operates NGL, refined-products, crude, gathering and processing, and natural-gas pipeline assets serving producers, exporters, industrial users, utilities, and potential data-center or power customers. Theme pressure becomes economics through transportation, processing, fractionation, storage, spread, and project EBITDA. The gate is signed capacity, EBITDA quality, debt and refinancing cost, and proof that power or data-center inquiries become contracts.", "revenue_mix": "Q1 2026 segment adjusted EBITDA was NGL $706M, Refined Products and Crude $492M, Gathering and Processing $467M, and Natural Gas Pipelines $339M.", "fundamental_snapshot": "Q1 adjusted EBITDA was $1.997B and the 2026 adjusted EBITDA guide was raised to $8.0B-$8.5B. Management cites more than 40 counterparties and more than 5 Bcf/d of potential data-center and electric-generation demand, but that remains engagement-level evidence until signed capacity appears. Cash was $172M; current debt maturities were $1.241B; short-term borrowings were $1.647B; long-term debt excluding current maturities was $30.764B." }, { "ticker": "EPD", "company": "Enterprise Products Partners L.P.", "role": "Option high-quality midstream row. Enterprise gives the fuel-input node a stable NGL, gas, storage, and export route, but its evidence is less directly tied to data-center power than WMB and KMI.", "revenue_mix": "The EPD lane supports NGL, natural-gas, crude, petrochemical, storage, and export infrastructure with conservative funding and project execution as the main proof.", "fundamental_snapshot": "Confirm with operational DCF, Permian/NGL/export projects, leverage near target, and signed capacity. Weaken if project delays, capex intensity, or partnership/governance constraints limit per-unit value." }, { "ticker": "CCJ", "company": "Cameco Corporation", "role": "Cameco is the uranium and nuclear fuel-cycle option in this basket. The likely buyers are utilities and nuclear fuel customers, but this workspace does not yet have a CCJ security lane that supports current segment, contract, margin, backlog, or cash-flow claims. The gate is a filed company lane or bounded official-source check that shows utility contracting, uranium and fuel-services economics, balance-sheet exposure, and customer commitments.", "revenue_mix": "No local CCJ security lane is filed in this workspace. Discovery OHLC is available through 2026-05-22, but segment mix, customer-contract evidence, and margin detail need a lane or official-source check.", "fundamental_snapshot": "Treat CCJ as a nuclear fuel-cycle option until company evidence is filed. The row should not carry company-level underwriting weight until latest filings, releases, or transcripts are routed into knowledge." }, { "ticker": "LEU", "company": "Centrus Energy Corp.", "role": "Centrus sells LEU, uranium, and enriched uranium product to nuclear utility customers and runs DOE-backed Technical Solutions and HALEU work. Theme pressure becomes economics when DOE task orders, utility fuel contracts, partner commitments, and domestic enrichment work convert to backlog revenue, gross profit, and cash. The gate is final DOE terms, Russian LEU access, partner contracts, construction certification, capex, Technical Solutions fee treatment, and dilution.", "revenue_mix": "Q1 2026 revenue was $76.7M: LEU segment revenue was $44.6M and Technical Solutions revenue was $32.1M. LEU gross profit was $27.9M versus $3.6M from Technical Solutions.", "fundamental_snapshot": "Backlog was $3.9B at 2026-03-31, including $3.1B LEU and $0.8B Technical Solutions, with about $2.4B of contingent LEU commitments. FY2026 revenue guidance is $450M-$500M and 2026 capital deployment is $350M-$500M. The $900M DOE HALEU task order and the June 30 HALEU extension are the next proof points." }, { "ticker": "EQT", "company": "EQT Corporation", "role": "EQT is the Appalachian upstream gas-price beta in this basket. The customers, firm-transport routes, hedge book, basis exposure, and power-burn linkage are not yet supported by a local security lane. Theme pressure becomes economics only if realized gas prices, basis, volumes, hedges, and free cash flow improve after capex and balance-sheet needs.", "revenue_mix": "No local EQT security lane is filed in this workspace. Discovery OHLC is available through 2026-05-22, but revenue mix, hedge, basis, volume, transport, and free-cash-flow evidence need a lane or official-source check.", "fundamental_snapshot": "Treat EQT as upstream gas sensitivity, not contracted infrastructure. The proof is realized price, basis, hedge roll-off, volumes, capex, debt, and free cash flow, plus evidence that power burn or LNG demand is strong enough to matter for Appalachian gas." }, { "ticker": "BWXT", "company": "BWX Technologies, Inc.", "role": "BWXT is the nuclear services and components option rather than a uranium or enrichment pure play. The likely customers are government, naval, utility, and advanced-nuclear customers, but this workspace does not yet have a BWXT security lane that supports current backlog, margin, program, or customer detail. The gate is filed official-source evidence showing how nuclear demand converts to funded awards, backlog, operating margin, and cash conversion.", "revenue_mix": "No local BWXT security lane is filed in this workspace. Discovery OHLC is available through 2026-05-22, but revenue mix and customer-program evidence need a lane or official-source check.", "fundamental_snapshot": "Treat BWXT as a nuclear-services option with a source gap. Add company-specific backlog, margin, program, customer, and cash-flow evidence before raising the row above the source-backed core." } ], "setup_rows": [ { "ticker": "LNG", "label": "pullback to rising moving average", "zone": "Weekly close $240.85, -1.5% versus rising 20W EMA $244.64.", "trigger": "Weekly close above $300.89.", "invalidation": "Weekly close below $216.43.", "commentary": "LNG ranks first because contracted production, Stage 3 completion, adjusted EBITDA, and DCF are the clearest source-backed conversion route. The chart is still a pullback and needs price repair before the technical setup matches the fundamental rank." }, { "ticker": "OKE", "label": "base forming", "zone": "Weekly close $94.03; 20W EMA $85.63 and 100W EMA $81.68.", "trigger": "Weekly close above $95.30.", "invalidation": "Weekly close below $79.73.", "commentary": "OKE ranks second on diversified midstream segment evidence and an $8.0B-$8.5B adjusted EBITDA guide. The chart is near resistance; a weekly breakout would matter more if signed power, LNG, export, or data-center capacity evidence also appears." }, { "ticker": "LEU", "label": "below key trend", "zone": "Weekly close $179.36; 20W EMA $212.17 and 100W EMA $173.66.", "trigger": "Weekly close above $235.00.", "invalidation": "Weekly close below $163.28.", "commentary": "LEU is the most direct nuclear-fuel and HALEU route, but the chart is below the 20W EMA and the fundamental gate is policy, funding, supply, capex, cash conversion, and dilution. Price repair should follow DOE and backlog-to-cash proof." }, { "ticker": "CCJ", "label": "pullback to rising moving average", "zone": "Weekly close $104.75, -4.5% versus rising 20W EMA $109.74.", "trigger": "Weekly close above $131.21.", "invalidation": "Weekly close below $100.11.", "commentary": "CCJ has a nuclear fuel-cycle chart setup, but local source coverage is thin. Add a security lane or official-source check before treating a pullback to the 20W EMA as more than timing context." }, { "ticker": "BWXT", "label": "pullback to rising moving average", "zone": "Weekly close $202.91, -1.2% versus rising 20W EMA $205.30.", "trigger": "Weekly close above $241.82.", "invalidation": "Weekly close below $188.84.", "commentary": "BWXT is a nuclear-services option with good chart context and a local lane. Backlog, program funding, margin, and cash-conversion evidence are needed before the row can carry stronger fundamental weight." }, { "ticker": "WMB", "label": "breakout", "zone": "Weekly close $78.47 above the prior 13-week high $78.24.", "trigger": "Hold weekly close above $78.24.", "invalidation": "Weekly close back below $78.24 or below the 20W EMA at $71.39.", "commentary": "WMB has the best current chart in the basket and clipped article support for power-adjacent gas infrastructure. It still needs a local security lane before the breakout is paired with full company underwriting." }, { "ticker": "KMI", "label": "base forming", "zone": "Weekly close $33.79; 20W EMA $31.76 and 100W EMA $27.29.", "trigger": "Weekly close above $34.73.", "invalidation": "Weekly close below $30.73.", "commentary": "KMI has article-backed natural-gas backlog exposure and a constructive base, but it lacks a local security lane. A breakout matters more if project conversion, leverage, FERC, and contracted in-service evidence are filed." }, { "ticker": "EQT", "label": "base forming", "zone": "Weekly close $57.92 near 20W EMA $58.45; 13-week range $55.11-$68.24.", "trigger": "Weekly close above $68.24.", "invalidation": "Weekly close below $55.11.", "commentary": "EQT is upstream gas beta rather than contracted infrastructure. The chart is range-bound; the fundamental proof is realized gas price, basis, hedge exposure, volumes, capex, debt, and free cash flow." } ], "confirm_weakens_rows": [ { "area": "Node thesis", "confirms": "Fuel scarcity becomes signed fuel contracts, LNG capacity agreements, pipeline or storage contracts, DOE task orders, funded service backlog, realized gas cash flow, or recoverable fuel costs.", "weakens": "Fuel costs rise faster than utilities, power users, data-center customers, tariffs, PPAs, hedges, or contracts can recover them.", "watch_next": "DOE and HALEU milestones, LNG Stage 3 completion, signed midstream capacity, power-burn demand, and realized gas price after basis and hedges." }, { "area": "Nuclear fuel and services", "confirms": "LEU backlog converts to revenue and cash; DOE finalizes funded HALEU work; utility fuel contracts, partner commitments, construction certification, and Technical Solutions economics improve.", "weakens": "DOE timing slips, Russian LEU access tightens, capital needs rise, partner contracts lag, Technical Solutions fees do not scale, or equity dilution absorbs the backlog benefit.", "watch_next": "LEU DOE task-order terms, June 30 HALEU extension, Oak Ridge and Piketon milestones, partner contracts, cash burn, capex, and any CCJ or BWXT lane creation." }, { "area": "LNG and midstream economics", "confirms": "LNG completes Corpus Christi Stage 3 and keeps adjusted EBITDA and DCF inside guide; OKE, WMB, and KMI turn power, LNG, export, LDC, or data-center demand into signed capacity, project EBITDA, and cash flow after capex.", "weakens": "Derivative or IPM cash bridge weakens, marketing margins normalize faster than contract cash grows, signed-capacity evidence is missing, leverage rises, or project approvals and in-service dates slip.", "watch_next": "LNG Train 6-7 completion, DCF bridge, OKE signed capacity, WMB power and data-center contracts, KMI backlog conversion, FERC approvals, capex, dividends, and leverage." }, { "area": "Upstream gas sensitivity", "confirms": "EQT realized price, basis, hedge roll-off, volumes, and free cash flow improve while power burn, LNG exports, and storage balances support gas prices.", "weakens": "Supply growth, weak Henry Hub prices, basis pressure, hedges, capex, or debt keep upstream cash flow from improving.", "watch_next": "EQT lane creation, realized gas price, hedge book, firm transport, basis, production guidance, free cash flow, storage, and LNG export run-rate." }, { "area": "Technical setup", "confirms": "Weekly closes clear LNG $300.89, OKE $95.30, LEU $235.00, CCJ $131.21, BWXT $241.82, WMB holds $78.24, KMI clears $34.73, and EQT clears $68.24.", "weakens": "Weekly closes lose LNG $216.43, OKE $79.73, LEU $163.28, CCJ $100.11, BWXT $188.84, WMB $78.24 or $71.39, KMI $30.73, or EQT $55.11.", "watch_next": "Refresh weekly OHLC after the next completed market session and keep chart evidence separate from contract, backlog, cash-flow, and source-lane evidence." }, { "area": "Stale condition", "confirms": "Discovery daily_ohlc coverage remains current through 2026-07-02 for all ten active tickers, linked lanes still cover the latest core evidence where filed, and no material DOE, LNG, midstream, gas, earnings, financing, rating, FERC, or contract update has arrived since the cited sources.", "weakens": "A new trading session, earnings release, 10-Q, DOE award, HALEU update, LNG commissioning update, midstream contract, FERC order, financing, credit update, or gas-market shock arrives before this page is refreshed.", "watch_next": "Refresh discovery coverage, lineages, source lanes, article routes, setup levels, chart SVGs, and node-data together." } ], "confirming_evidence": [ "DOE-funded HALEU orders, enrichment contracts, nuclear service awards, or utility fuel contracts convert to backlog, revenue, gross profit, and cash.", "LNG and midstream projects add contracted EBITDA, DCF, AFFO, or project cash flow with manageable leverage.", "Power burn, LNG exports, LDC demand, or data-center demand support fuel suppliers without turning the theme mainly into a customer cost squeeze." ], "weakening_evidence": [ "Fuel cost pressure hurts utilities, power users, and data-center customers before suppliers convert demand into cash flow.", "DOE funding, HALEU milestones, LNG completion, FERC approvals, or midstream projects slip before contracted cash arrives.", "Leverage, derivative marks, refinancing, equity dilution, basis risk, or commodity beta overwhelms contracted growth." ], "watch_queue": [ "LEU DOE task-order terms, June 30 HALEU extension, Russian LEU access, capex, and cash conversion.", "LNG Stage 3 milestones, DCF bridge, OKE signed capacity, WMB and KMI project conversion, FERC approvals, and leverage.", "EQT realized gas price, basis, hedges, volumes, capex, free cash flow, and power-burn sensitivity." ], "knowledge_routes": [ "../../../knowledge/wiki/lanes/sector/energy.md", "../../../knowledge/wiki/concepts/themes/energy-input-cost-pass-through.md", "../../../knowledge/wiki/concepts/themes/funding-dependency-and-duration-tolerance.md", "../../../knowledge/wiki/lanes/security/leu.md", "../../../knowledge/wiki/lanes/security/lng.md", "../../../knowledge/wiki/lanes/security/oke.md" ], "known_gaps": [ "ET, EPD, CCJ, BWXT, WMB, KMI, and EQT have local lane coverage or local article support, but stronger company-level contract, segment, and cash-flow claims still need current source-routed proof. WMB and KMI have clipped Q1 2026 company articles, but those article facts are still thinner than maintained security-lane coverage.", "Discovery daily_ohlc coverage is current through 2026-07-02 for WMB, KMI, ET, LNG, OKE, EPD, CCJ, LEU, EQT, and BWXT. Discovery supports price, volume, weekly OHLC, EMA, and coverage facts only; it does not prove fuel-demand causality without source-routed contracts, filings, earnings, regulator orders, or company disclosures.", "Per-ticker discovery lineage checks can show May 2026 backfill timestamps and source_freshness older than the table's latest OHLC rows. Treat the table as the chart source and recheck lineage during the next refresh.", "Local ETF or macro proxy OHLC was not part of this node build, so the page does not make relative-return or causal attribution claims versus SPY, RSP, XLE, XLU, UNG, URA, NLR, URNM, TLT, or IEF.", "Local 13F holdings checks are empty where inspected, so this page does not make holder-concentration claims.", "Static setup thresholds still come from the older sidecar package. Refresh after any new trading session or any DOE, LNG, midstream, gas, earnings, financing, rating, FERC, or contract update." ], "price_data_as_of": "2026-07-02", "generator_drift": "scripts/build_power_scarcity_nodes.py is stale versus the reviewed static node-page format and should not be rerun until it emits setup visuals, ranked basket cards, evidence boards, right-rail chart metadata, hidden setup source fields, and current report.json freshness metadata." }, { "id": "theme_power_scarcity_node_power_ready_campuses", "slug": "power-ready-campuses", "title": "Power-Ready Campuses", "level": "L2 watch node", "role": "Packages land, power access, interconnection, equipment plans, financing, and tenant commitments into deliverable AI/data-center campus capacity.", "description": "Power-ready campuses are large development sites assembled around land, electric service, interconnection work, permits, equipment procurement, site construction, financing, and tenant negotiations. The stack is used by AI and data-center customers that need usable megawatts before the ordinary utility queue, substation buildout, or colocation supply can deliver.", "current_setup": { "why_it_matters": "Power-ready campuses are now more relevant because the papers show that speed and certainty of power can beat waiting in the utility queue. The node only upgrades a company when power rights, tenant MW, customer credit, financing, and energization milestones are source-backed.", "tailwinds": "DLR and EQIX provide mature powered-capacity comparators; APLD, CORZ, CIFR, WULF, and IREN provide more speculative power-backed AI infrastructure routes. BTM and hybrid structures increase demand for campuses that can show signed leases, billable MW, rent commencement, or tenant-backed financing.", "headwinds": "The setup weakens when power-ready claims are only land, LOIs, project names, equipment orders, or miner transition narratives without signed tenants, funded capex, delivery milestones, per-share economics, and controls. FRMI remains pure optionality until a tenant is binding." }, "sleeves": { "core": [ "DLR", "EQIX" ], "option": [ "APLD", "CORZ", "CIFR", "FRMI" ], "watch": [ "WULF", "IREN" ], "ranking": [ "DLR", "APLD", "EQIX", "CORZ", "CIFR", "WULF", "IREN", "FRMI" ], "ranking_basis": "BTM and hybrid campus structures raise the category's relevance, but ranking now requires tenant MW, customer credit, delivery timing, financing quality, and common-equity capture. Mature signed-capacity platforms rank ahead of raw powered-land optionality." }, "chart_tickers": [ "DLR", "APLD", "EQIX", "CORZ", "CIFR", "WULF", "IREN", "FRMI" ], "demand_origin_refs": [ "MSFT", "AMZN", "GOOGL", "META", "ORCL", "CRWV" ], "revision_version": 4, "revision_label": "Paper-led rerank from 1GT and SemiAnalysis grid constraints research", "basket_intro": "This basket is reranked away from raw powered-land optionality. The BTM paper raises the value of power-backed campuses, but it also raises the proof burden: tenant MW, customer credit, delivery timing, financing quality, and common-equity capture matter more than land or equipment intent. DLR and EQIX are added as mature powered-capacity comparators. APLD ranks high for signed AI Factory lease evidence. CORZ and CIFR have stronger billable or contracted MW evidence than the lower watch rows. FRMI remains a pure Project Matador option, but it falls until a binding tenant and financing path are visible.", "basket_rows": [ { "ticker": "DLR", "company": "Digital Realty Trust, Inc.", "role": "Watch data-center landlord and powered-campus reference. Digital Realty can transmit demand into power needs through leasing, development, interconnection, and campus delivery, but the workspace does not have a local DLR security lane. Treat it as adjacent exposure until leasing, MW delivery, development yield, AFFO, capex, debt, and power availability are filed.", "revenue_mix": "No local DLR security lane is linked. The Real Estate sector lane supports data-center tightness only at a sector level and should not be used as a full DLR underwriting view.", "fundamental_snapshot": "Local discovery has DLR daily OHLC through 2026-05-22. Use the chart as timing context only; company-level demand and cash-flow claims need a refreshed security lane or bounded official-source check." }, { "ticker": "APLD", "company": "Applied Digital Corporation", "role": "Discovery-only watch row for possible powered-campus or data-center infrastructure exposure. The local workspace does not yet verify the buyer, tenant mix, committed MW, asset base, revenue route, or financing gate. Conversion evidence needed: official tenant contracts, capacity commitments, lease or hosting terms, power rights, project funding, energization schedule, and revenue after debt or dilution.", "revenue_mix": "No local APLD security lane supports segment mix or customer economics. Verify revenue segments, tenant exposure, committed capacity, and financing terms from official sources before use.", "fundamental_snapshot": "Local discovery supports OHLC, weekly setup, EMAs, price, and volume through 2026-05-22 only. Keep this as a timing row until an official-source check or local lane supports company-level claims." }, { "ticker": "EQIX", "company": "Equinix, Inc.", "role": "Watch colocation and interconnection reference. Equinix can transmit customer demand into power needs through leases, campuses, interconnection, and power availability, but the workspace does not have a local EQIX security lane. Treat it as adjacent demand infrastructure until leasing, MW, power procurement, AFFO, capex, and balance-sheet detail are filed.", "revenue_mix": "No local EQIX security lane is linked. The Real Estate sector lane supports data-center tightness only at a sector level and should not be used as a full EQIX underwriting view.", "fundamental_snapshot": "Local discovery has EQIX daily OHLC through 2026-05-22. Use the chart as timing context only; company-level demand and cash-flow claims need a refreshed security lane or bounded official-source check." }, { "ticker": "CORZ", "company": "Core Scientific, Inc.", "role": "Discovery-only watch row for possible powered infrastructure, hosting, or data-center capacity exposure. The local workspace does not yet verify the buyer, tenant mix, contracted MW, operating route, or financing gate. Conversion evidence needed: official customer agreements, power availability, contract duration, pricing, funding, energization, and cash-flow proof.", "revenue_mix": "No local CORZ security lane supports segment mix or customer economics. Verify revenue mix, contract structure, customer concentration, and committed power capacity from official sources before use.", "fundamental_snapshot": "Local discovery supports OHLC, weekly setup, EMAs, price, and volume through 2026-05-22 only. Stored OHLC has a gap from 2022-12-30 to 2024-01-24, so long-history chart interpretation should be caveated." }, { "ticker": "CIFR", "company": "Cipher Digital Inc.", "role": "Discovery-only watch row for possible power-backed compute or data-center infrastructure exposure. The local workspace does not yet verify customer mix, tenant contracts, committed MW, power economics, or funding gate. Conversion evidence needed: official capacity disclosures, customer agreements, power cost, financing, energization, utilization, and cash-flow conversion.", "revenue_mix": "No local CIFR security lane supports segment mix or customer economics. Verify revenue split, customer exposure, power capacity, and financing terms from official sources before use.", "fundamental_snapshot": "Local discovery supports OHLC, weekly setup, EMAs, price, and volume through 2026-05-22 only. Treat the row as timing context until source-backed company evidence exists." }, { "ticker": "WULF", "company": "TeraWulf Inc.", "role": "Discovery-only watch row for possible power-backed compute or data-center infrastructure exposure. The local workspace does not yet verify buyer mix, tenant contracts, committed MW, power cost, conversion mechanism, or financing quality. Conversion evidence needed: official customer contracts, capacity commitments, power agreements, project financing, energization, utilization, and revenue after funding costs.", "revenue_mix": "No local WULF security lane supports segment mix or customer economics. Verify revenue split, customer exposure, power assets, and financing terms from official sources before use.", "fundamental_snapshot": "Local discovery supports OHLC, weekly setup, EMAs, price, and volume through 2026-05-22 only. Keep company-level claims out until local source work is filed." }, { "ticker": "IREN", "company": "IREN Limited", "role": "Discovery-only watch row for possible power-backed data-center or AI infrastructure exposure. The local workspace does not yet verify buyer identity, tenant contracts, committed MW, operating mix, or project economics. Conversion evidence needed: official capacity disclosures, customer contracts, power cost and availability, financing terms, energization, utilization, and cash conversion.", "revenue_mix": "No local IREN security lane supports segment mix or customer economics. Verify revenue split, customer base, contracted capacity, and financing quality from official sources before use.", "fundamental_snapshot": "Local discovery supports OHLC, weekly setup, EMAs, price, and volume through 2026-05-22 only. Do not infer tenant economics or power-campus quality from the chart." }, { "ticker": "FRMI", "company": "Fermi Inc.", "role": "Only local source-backed powered-campus row. The prospective buyer is a hyperscale or AI infrastructure tenant, but no signed tenant is disclosed. The asset is Project Matador powered-shell infrastructure with land, power access, permits, gas-turbine procurement, and site work. The conversion mechanism is tenant-backed lease, MW, or offtake revenue after project financing and energization. The gate is binding tenant credit, pricing, term, prepayment or support terms, termination limits, project capital, and delivery milestones.", "revenue_mix": "No revenue-generating activities were disclosed as of March 31, 2026. Segment revenue, occupancy, NOI, FFO, AFFO, utilization, and operating leverage are not meaningful until tenant contracts and operating assets exist.", "fundamental_snapshot": "Local FRMI lane shows $1.43B of PP&E net, $243.3M of cash and restricted cash, and $421.3M of debt net at March 31, 2026. Project Matador has more than 7,500 acres, about 6 GW of approved clean-air permitting, about 5 GW of additional permit applications, gas-turbine procurement, and potential 1.5 GW cumulative power ramp by end-2027 if binding tenants arrive. Watch tenant MW, tenant credit, project financing, liquidity, equipment financing, governance, controls, litigation, permitting, interconnection, gas, water, and turbine milestones." } ], "setup_rows": [ { "ticker": "FRMI", "label": "below key trend", "zone": "Weekly close $5.98; 20W EMA $8.60 and 100W EMA unavailable because public OHLC begins on 2025-10-01.", "trigger": "Weekly close above $12.05.", "invalidation": "Weekly close below $4.47.", "commentary": "FRMI ranks first because it has the only local powered-campus security lane, not because the chart is strong. A reclaim above $12.05 would improve timing; tenant MW, financing, governance, controls, and power-delivery proof still carry the setup." }, { "ticker": "APLD", "label": "overextension", "zone": "Weekly close +39.7% above the 20W EMA.", "trigger": "Wait for a pullback toward the 20W EMA at $32.83.", "invalidation": "Weekly close below the 20W EMA at $32.83.", "commentary": "APLD is a discovery-only watch row. The chart is stretched, so better timing requires a pullback toward $32.83 that holds while source work verifies tenant MW, power rights, funding, and revenue conversion." }, { "ticker": "IREN", "label": "overextension", "zone": "Weekly close +21.9% above the 20W EMA.", "trigger": "Wait for a pullback toward the 20W EMA at $46.61.", "invalidation": "Weekly close below the 20W EMA at $46.61.", "commentary": "IREN is a discovery-only watch row. The overextended setup is timing context only; official-source work still needs to verify contracted capacity, customer economics, financing, utilization, and cash conversion." }, { "ticker": "CORZ", "label": "breakout", "zone": "Weekly close $25.26 above the prior 13-week high $25.17.", "trigger": "Hold weekly close above $25.17.", "invalidation": "Weekly close back below $25.17 or below the 20W EMA at $19.33.", "commentary": "CORZ has the cleanest current chart label, but the row is still discovery-only for fundamentals. Holding $25.17 helps timing; customer agreements, contracted MW, funding, and cash-flow proof would be needed before raising conviction." }, { "ticker": "WULF", "label": "overextension", "zone": "Weekly close +28.3% above the 20W EMA.", "trigger": "Wait for a pullback toward the 20W EMA at $17.78.", "invalidation": "Weekly close below the 20W EMA at $17.78.", "commentary": "WULF is a discovery-only watch row with a stretched chart. A pullback toward $17.78 that holds would improve timing, but official-source work still needs to verify customer contracts, power economics, project financing, and revenue after funding costs." }, { "ticker": "CIFR", "label": "overextension", "zone": "Weekly close +28.5% above the 20W EMA.", "trigger": "Wait for a pullback toward the 20W EMA at $17.10.", "invalidation": "Weekly close below the 20W EMA at $17.10.", "commentary": "CIFR is a discovery-only watch row with a stretched chart. A pullback toward $17.10 that holds would improve timing, but tenant contracts, committed MW, power economics, financing, utilization, and cash conversion remain unsupported locally." } ], "confirm_weakens_rows": [ { "area": "Node thesis", "confirms": "Site control, interconnection rights, permits, equipment access, tenant MW demand, and financing line up in the same filing or company update.", "weakens": "Demand stays as LOIs, queues, proposals, or broad AI/data-center headlines without binding tenant demand, project capital, or deliverable MW.", "watch_next": "Site-control updates, interconnection status, power agreements, permit milestones, equipment delivery, and named tenant MW commitments." }, { "area": "Economics and tenant contract mechanism", "confirms": "A binding tenant or offtake agreement discloses MW by phase, tenant credit, pricing or lease/offtake framework, term, prepayment or support terms, and limited termination risk.", "weakens": "Tenant evidence is non-binding, undisclosed, terminated, weak-credit, or missing price, MW, term, support, or termination details.", "watch_next": "8-K exhibits, 10-Q contract language, customer prepayments, contract liabilities, lease or offtake terms, revenue ramp, NOI, EBITDA, and cash conversion once operating." }, { "area": "Power delivery", "confirms": "Permits, interconnection, turbine delivery, gas, water, fiber, site work, and dated energization milestones progress together.", "weakens": "Permitting slips, equipment delivery is delayed, interconnection remains uncertain, construction costs rise, or power delivery dates move out.", "watch_next": "TCEQ or equivalent permits, interconnection filings, gas and water access, turbine delivery, site-work progress, construction budget, and energization dates." }, { "area": "Funding and operating constraint", "confirms": "Project finance, equipment funding, and vendor terms are tied to tenant-backed economics and liquidity covers the build path without punitive dilution.", "weakens": "External financing arrives before tenant proof, or collateral top-ups, mandatory prepayments, covenant limits, equity-linked funding, or dilution reduce common-equity value.", "watch_next": "Cash and restricted cash, debt net, share count, equipment-facility terms, project-finance terms, capex, PP&E, customer-agreement remedies, and liquidity runway." }, { "area": "Governance and counterparty trust", "confirms": "Leadership stabilizes, board or proxy disputes are resolved, internal controls are remediated, and litigation does not impair tenant or lender confidence.", "weakens": "Governance conflict, litigation, filing delays, control weaknesses, executive turnover, or related-party disputes weaken tenant or lender confidence.", "watch_next": "CEO and CFO appointments, board/proxy status, consent materials, litigation updates, internal-control remediation, and filing quality." }, { "area": "Technical setup", "confirms": "FRMI reclaims a weekly close above $12.05; CORZ holds above $25.17; overextended APLD, IREN, WULF, and CIFR pull back toward rising 20W EMAs at $32.83, $46.61, $17.78, and $17.10 and then resume with volume.", "weakens": "FRMI loses $4.47; APLD loses $32.83; IREN loses $46.61; CORZ falls below $25.17 or the 20W EMA at $19.33; WULF loses $17.78; CIFR loses $17.10.", "watch_next": "Refresh weekly OHLC after the next completed market session and keep price action separate from tenant, financing, and filing evidence." }, { "area": "Stale condition", "confirms": "Discovery daily_ohlc coverage remains current through 2026-07-02 for the active basket, the FRMI lane still covers the latest filing and financing evidence, and no material tenant, financing, governance, or trading update has arrived since the node build.", "weakens": "A new trading session, 10-Q, 8-K, tenant agreement, financing update, governance development, material contract, or security-lane refresh arrives before the page is refreshed.", "watch_next": "Refresh discovery, setup levels, chart SVGs, source trail, node-data, and missing security-lane coverage together." } ], "confirming_evidence": [ "Binding tenant agreements disclose MW, credit, pricing, term, prepayment or support terms, and limited termination risk.", "Interconnection rights, permits, equipment delivery, project financing, and energization milestones progress together.", "Revenue begins after funded delivery while debt, equity issuance, governance, controls, and litigation remain manageable." ], "weakening_evidence": [ "Tenant evidence remains non-binding, terminated, weak-credit, or missing price, MW, term, support, or termination details.", "Financing arrives before tenant proof on punitive or dilutive terms.", "Permitting, interconnection, equipment, construction, governance, controls, or litigation issues delay energization or reduce common-equity value." ], "watch_queue": [ "Tenant contracts, committed MW, credit, pricing, term, prepayment or support terms, and termination rights.", "Interconnection status, power agreements, permitting, equipment funding, turbine delivery, and energization dates.", "Financing terms, equipment-facility restrictions, liquidity, governance controls, litigation, and revenue ramp." ], "knowledge_routes": [ "../../../knowledge/wiki/lanes/security/frmi.md", "../../../knowledge/wiki/concepts/themes/funding-dependency-and-duration-tolerance.md", "../../../knowledge/wiki/lanes/sector/real-estate.md" ], "known_gaps": [ "FRMI is the only local security lane supporting this node. Use it for Project Matador, tenant absence, no revenue, equipment financing, governance, controls, litigation, and project-capital proof; do not extrapolate FRMI facts to APLD, IREN, CORZ, WULF, or CIFR.", "APLD, IREN, CORZ, WULF, and CIFR are discovery-only watch rows in this workspace. No local security lanes or matching raw source projections were found, so revenue mix, tenant, MW, power-contract, financing, and customer-economics claims need official-source checks or local security lanes before use.", "Discovery supports price, volume, daily OHLC, weekly aggregation, EMAs, setup labels, and coverage facts only. It does not prove tenant demand, power access, financing quality, utilization, revenue conversion, or cash-flow durability.", "The local daily_ohlc table has rows for the chart basket through 2026-05-22; May 25, 2026 is a U.S. market holiday. Some ticker-level lineage output still shows older 2026-05-08 backfills even where the table has 2026-05-22 rows.", "FRMI daily_ohlc begins on 2025-10-01 and its weekly chart begins on 2025-10-03, so FRMI lacks a full three-year visible chart and has no 100-week EMA.", "CORZ has a stored OHLC gap from 2022-12-30 to 2024-01-24, so long-history EMA interpretation should be caveated until the underlying history is reconciled.", "Funding Dependency And Duration Tolerance is the companion route when the binding question is tenant-backed project finance, equipment debt, dilution, external capital, refinancing, or valuation duration rather than physical power scarcity.", "Real Estate is the sector route for specialized data-center real estate, cap-rate and refinancing context, development feasibility, and data-center supply evidence. It is not a substitute for company-specific AFFO, NOI, lease, power, or debt evidence." ], "price_data_as_of": "2026-07-02", "generator_drift": "scripts/build_power_scarcity_nodes.py is stale versus the reviewed static node-page format and should not be rerun until it emits setup visuals, ranked basket cards, evidence boards, right-rail chart metadata, hidden setup source fields, and current report.json freshness metadata." } ], "generator_drift": "scripts/build_power_scarcity_nodes.py is stale versus the reviewed static node-page format and should not be rerun until it emits setup visuals, ranked basket cards, evidence boards, right-rail chart metadata, hidden setup source fields, and current report.json freshness metadata." }