{ "report_id": "theme_humanoid_robotics_node_edge_compute_power_connectivity_and_robot_semiconductors", "report_type": "theme_value_chain_node", "site_path": "themes/humanoid-robotics/nodes/edge-compute-power-connectivity-and-robot-semiconductors/index.html", "title": "Edge Compute, Power, Connectivity, And Robot Semiconductors", "as_of": "2026-07-05", "generated_at": "2026-07-05T11:35:00-07:00", "categories": [ "Humanoid robotics", "Physical AI", "Edge AI", "Semiconductors", "Analog and embedded control", "Power management", "Connectivity", "Discovery-backed" ], "freshness": { "paper_reviewed_as_of": "2026-07-05", "knowledge_reviewed_as_of": "2026-07-05", "local_discovery_reviewed_as_of": "2026-07-05", "price_data_as_of": "2026-07-02", "daily_ohlc_latest_row": "2026-07-02", "chart_interval": "weekly", "local_api_check": { "checked_at": "2026-07-05", "endpoint_template": "http://127.0.0.1:8765/api/securities/TICKER/chart?frequency=weekly&window=3y&as_of=latest", "result": "passed for all ranked tickers; each returned as_of_date=2026-07-02, 157 weekly rows, and source_table=reports.weekly_ohlc+discovery.daily_ohlc" }, "lineage_note": "Read-only discovery showed daily_ohlc rows through 2026-07-02 for the ranked tickers while representative successful ingestion_runs still reported older source_freshness on some datasets.", "limitations": [ "Semiconductor revenue can be dominated by data-center AI, auto, smartphone, and broad industrial cycles before humanoid content is material.", "No ranked company receives direct humanoid revenue credit unless a filing, release, or source-routed lane isolates that revenue.", "Infineon and Renesas remain source-only watch names for this pass because local chart and lane support are not sufficient for the ranked report basket.", "AMBA is added because its local lane has direct edge-AI and robotics design-win evidence, but scale, losses, customer concentration, inventory, and SBC keep it below broad core suppliers.", "AMD and AVGO remain in the basket only as adjacent AI infrastructure monitors with weaker on-robot endpoint attribution." ] }, "revision": { "created_label": "Created child node page and ranked semiconductor basket from ten xhigh primary subagents plus one xhigh merge selector", "updated_label": "Added AMBA as specialist edge-AI SoC, demoted AMD and AVGO to adjacent monitors, and linked parent page plus sitemap metadata", "metadata_path": "themes/humanoid-robotics/nodes/edge-compute-power-connectivity-and-robot-semiconductors/report.json", "version": 2 }, "node": { "id": "theme_humanoid_robotics_node_edge_compute_power_connectivity_and_robot_semiconductors", "slug": "edge-compute-power-connectivity-and-robot-semiconductors", "order": 3, "level": "L2 semiconductor-content node", "role": "Supplies low-latency inference, motor control, power management, sensing interfaces, connectivity, safety circuits, and thermal-aware compute inside the robot.", "description": "Edge AI modules, GPUs, embedded processors, analog chips, power semiconductors, motor drivers, connectivity silicon, and industrial safety controllers.", "ranking_method": "Ten xhigh primary research subagents and one xhigh merge selector ranked source-backed robot endpoint exposure first, operating evidence second, and chart setup third." }, "current_setup": { "why_it_matters_to_the_theme": "Edge compute, MCUs, analog, power conversion, sensors, timing, and wireless links are the electronics layer that lets humanoid robots run local inference, close 5-10 ms control loops, manage batteries and motors, and move sensor data without relying fully on cloud compute.", "tailwinds": "Robotics papers cite NVIDIA edge compute progress, advanced robot compute and connectivity cost near $800, and a possible $6B-$17B compute and connectivity market by 2035. Confirmation comes from named robot platforms, design wins, qualification evidence, production ramps, and reported revenue tied to robot endpoint content.", "headwinds": "Most public revenue is still reported through data center, auto, industrial, handset, or broad analog categories. Battery draw, heat, BOM cost, regulation, weak production volumes, inventory correction, and thin company-specific robotics disclosure can stop theme activity from becoming visible shareholder economics." }, "ticker_baskets": { "ranked_all": [ "NVDA", "TXN", "NXPI", "QCOM", "MPWR", "ADI", "ON", "MCHP", "STM", "AMBA", "AMD", "AVGO" ], "core": [ "NVDA", "TXN", "NXPI", "QCOM" ], "direct_but_proof_heavy": [ "MPWR", "ADI", "ON", "MCHP", "STM" ], "specialist_edge_ai": [ "AMBA" ], "adjacent_ai_infrastructure_monitors": [ "AMD", "AVGO" ], "source_only_names": [ "Infineon", "Renesas" ], "monitor_tickers": [ "VICR", "POWI", "ALGM", "SITM", "CEVA", "ARM", "MRVL", "MU", "AMKR", "LSCC" ] }, "basket_ranking": [ { "rank": 1, "ticker": "NVDA", "company": "NVIDIA Corporation", "status": "core", "role_in_stack": "Edge AI compute modules, GPU acceleration, robot simulation, and software tooling for local inference and training.", "revenue_mix": "Q1 FY2027 revenue was $81.615B; Data Center was $75.246B, about 92% of revenue; Edge Computing was $6.4B and includes robotics, automotive, PCs, workstations, consoles, and AI-RAN.", "proof_burden": "Robot and edge shipments need clearer isolation from Data Center. Watch named OEM deployments, Jetson/Thor volumes, software attach, and whether robotics becomes visible revenue.", "market_cap": "$4.73T", "market_cap_method": "2026-07-02 local close times local weighted shares outstanding", "latest_quarter_revenue": "$81.615B", "latest_quarter_period": "Q1 FY2027", "next_earnings": "Not confirmed", "setup_label": "pullback to rising moving average" }, { "rank": 2, "ticker": "TXN", "company": "Texas Instruments Incorporated", "status": "core", "role_in_stack": "Analog power, signal-chain, isolation, sensing, and embedded processors for control boards, motor drivers, battery systems, and industrial interfaces.", "revenue_mix": "Q1 2026 revenue was $4.825B, with Analog at $3.924B and Embedded Processing at $723M.", "proof_burden": "Industrial and automotive sell-through, inventory days, fab utilization, capex downshift, free cash flow, and Silicon Labs integration need to support the recovery path.", "market_cap": "$266.7B", "market_cap_method": "2026-07-02 local close times local weighted shares outstanding", "latest_quarter_revenue": "$4.825B", "latest_quarter_period": "Q1 2026", "next_earnings": "Not confirmed", "setup_label": "base forming" }, { "rank": 3, "ticker": "NXPI", "company": "NXP Semiconductors N.V.", "status": "core", "role_in_stack": "Embedded processors, MCUs, networking, secure connectivity, RF, and safety controllers for robot control boards and industrial communication.", "revenue_mix": "Q1 2026 revenue was $3.181B, with Automotive, Industrial and IoT, Mobile, and Communication Infrastructure all growing year over year in the filed lane.", "proof_burden": "Q2/Q3 guidance, Industrial and IoT demand, automotive breadth, data-center control-plane disclosure, channel inventory, and non-GAAP margin need to validate the embedded-control setup.", "market_cap": "$69.0B", "market_cap_method": "2026-07-02 local close times local weighted shares outstanding", "latest_quarter_revenue": "$3.181B", "latest_quarter_period": "Q1 2026", "next_earnings": "Not confirmed", "setup_label": "base forming" }, { "rank": 4, "ticker": "QCOM", "company": "QUALCOMM Incorporated", "status": "core", "role_in_stack": "Low-power SoCs, wireless links, edge AI, automotive platforms, IoT processors, and custom silicon options for connectivity, perception, and local compute.", "revenue_mix": "Fiscal Q2 2026 revenue was $10.599B; QCT was 85.6% of revenue; Automotive was $1.326B and IoT was $1.726B.", "proof_burden": "Auto and IoT growth must offset handset pressure, Apple displacement, memory constraints, and broad custom-silicon claims.", "market_cap": "$185.8B", "market_cap_method": "2026-07-02 local close times local weighted shares outstanding", "latest_quarter_revenue": "$10.599B", "latest_quarter_period": "Fiscal Q2 2026", "next_earnings": "Not confirmed", "setup_label": "base forming" }, { "rank": 5, "ticker": "MPWR", "company": "Monolithic Power Systems, Inc.", "status": "direct-but-proof-heavy", "role_in_stack": "High-density power management, regulators, modules, and conversion products for local AI compute boards, battery power trees, sensor rails, and charger or motor-control electronics.", "revenue_mix": "Q1 2026 revenue was $804.185M; current evidence is stronger around AI/server and communications power than around disclosed robot endpoint sockets.", "proof_burden": "Revenue, inventory days, gross margin, enterprise data and communications mix, and endpoint socket wins need to prove power-density conversion outside servers.", "market_cap": "$63.3B", "market_cap_method": "2026-07-02 local close times local weighted shares outstanding", "latest_quarter_revenue": "$804.185M", "latest_quarter_period": "Q1 2026", "next_earnings": "Not confirmed", "setup_label": "pullback to rising moving average" }, { "rank": 6, "ticker": "ADI", "company": "Analog Devices, Inc.", "status": "direct-but-proof-heavy", "role_in_stack": "High-performance analog, mixed-signal, RF, power, sensor, DSP, and system solutions for industrial control, sensor translation, data acquisition, communications, and precision motion feedback.", "revenue_mix": "Q2 FY2026 revenue was $3.623B; Industrial was 50% of revenue, Automotive 24%, Communications 15%, and Consumer 11%.", "proof_burden": "Q3 FY2026 revenue versus the $3.9B guide, Industrial breadth, Communications durability, inventory quality, Empower integration, margin, and free cash flow need to support the setup.", "market_cap": "$183.7B", "market_cap_method": "2026-07-02 local close times local weighted shares outstanding", "latest_quarter_revenue": "$3.623B", "latest_quarter_period": "Q2 FY2026", "next_earnings": "Not confirmed", "setup_label": "pullback to rising moving average" }, { "rank": 7, "ticker": "ON", "company": "ON Semiconductor Corporation", "status": "direct-but-proof-heavy", "role_in_stack": "Power semiconductors, SiC devices, sensors, image-sensing, and intelligent power products for robot motor drives, battery conversion, perception modules, and industrial controls.", "revenue_mix": "Q1 2026 revenue was $1.513B; robot relevance sits inside automotive, industrial, power, and sensing categories.", "proof_burden": "Gross margin, GAAP margin, industrial recovery, auto cycle pressure, SiC demand, free cash flow, and absolute AI or power revenue disclosure need to improve together.", "market_cap": "$35.7B", "market_cap_method": "2026-07-02 local close times local weighted shares outstanding", "latest_quarter_revenue": "$1.513B", "latest_quarter_period": "Q1 2026", "next_earnings": "Not confirmed", "setup_label": "base forming" }, { "rank": 8, "ticker": "MCHP", "company": "Microchip Technology Incorporated", "status": "direct-but-proof-heavy", "role_in_stack": "MCUs, analog, mixed-signal, connectivity, security, FPGA, Ethernet, and timing products for joint control, sensor, battery, gateway, and industrial network boards.", "revenue_mix": "Q4 FY2026 revenue was $1.311B; FY2026 revenue was $4.713B, with product mix at 50.0% mixed-signal microcontrollers, 28.2% analog, and 21.8% other.", "proof_burden": "Distributor inventory, June-quarter FY2027 revenue guide, gross margin, leverage, FCF after dividends, and identifiable AI/data-center or industrial connectivity revenue are the checks.", "market_cap": "$45.8B", "market_cap_method": "2026-07-02 local close times local weighted shares outstanding", "latest_quarter_revenue": "$1.311B", "latest_quarter_period": "Q4 FY2026", "next_earnings": "Not confirmed", "setup_label": "base forming" }, { "rank": 9, "ticker": "STM", "company": "STMicroelectronics N.V.", "status": "direct-but-proof-heavy", "role_in_stack": "MCUs, MEMS and imaging sensors, analog, power discretes, custom processing, RF/optical, and automotive-industrial products for sensing, control, power, and connectivity boards.", "revenue_mix": "Q1 2026 revenue was $3.095B, with Q2 guidance at $3.45B and 34.8% gross margin.", "proof_burden": "Utilization, P&D repair, gross margin, FCF, data-center revenue quality, MEMS integration, and policy/FX resilience need to catch up with the strong stock move.", "market_cap": "$60.7B", "market_cap_method": "2026-07-02 local close times local weighted shares outstanding", "latest_quarter_revenue": "$3.095B", "latest_quarter_period": "Q1 2026", "next_earnings": "Not confirmed", "setup_label": "overextension" }, { "rank": 10, "ticker": "AMBA", "company": "Ambarella, Inc.", "status": "specialist edge-AI SoC", "role_in_stack": "Low-power vision, video, perception, radar, and edge AI SoCs for IoT, security, robotics, telematics, ADAS, automotive, and edge infrastructure applications.", "revenue_mix": "Q1 FY2027 revenue was $100.4M; FY2026 revenue was $390.7M; edge AI was about 80% of FY2026 revenue.", "proof_burden": "Q2 FY2027 revenue versus the $105M-$111M guide, inventory conversion, gross margin, GAAP losses, SBC, customer concentration, CV product ramps, and LTA conversion decide whether design wins become durable economics.", "market_cap": "$3.4B", "market_cap_method": "2026-07-02 local close times local weighted shares outstanding", "latest_quarter_revenue": "$100.4M", "latest_quarter_period": "Q1 FY2027", "next_earnings": "Not confirmed", "setup_label": "base forming with volume" }, { "rank": 11, "ticker": "AMD", "company": "Advanced Micro Devices, Inc.", "status": "adjacent monitor", "role_in_stack": "CPUs, GPUs, AI accelerators, adaptive/FPGA, embedded, and semi-custom compute; endpoint link is mainly embedded and adaptive compute.", "revenue_mix": "Q1 2026 revenue was $10.253B; Data Center was $5.775B, 56.3% of revenue, and Embedded was $873M, 8.5% of revenue.", "proof_burden": "Data Center AI margin, OpenAI/Meta milestones, cash conversion, export controls, and Embedded recovery are central; robot endpoint content remains too small in current disclosure.", "market_cap": "$844.4B", "market_cap_method": "2026-07-02 local close times local weighted shares outstanding", "latest_quarter_revenue": "$10.253B", "latest_quarter_period": "Q1 2026", "next_earnings": "Not confirmed", "setup_label": "overextension" }, { "rank": 12, "ticker": "AVGO", "company": "Broadcom Inc.", "status": "adjacent monitor", "role_in_stack": "Custom silicon, networking, accelerators, switching, optical and connectivity infrastructure, plus VMware software; robot link is mostly offboard AI infrastructure.", "revenue_mix": "Q2 FY2026 revenue was $22.187B; Semiconductor Solutions was $15.009B and AI semiconductor revenue was $10.8B.", "proof_burden": "AI revenue, RPO, custom silicon customer concentration, VMware margin, and FCF quality are central. Robot endpoint exposure remains indirect.", "market_cap": "$1.71T", "market_cap_method": "2026-07-02 local close times local weighted shares outstanding", "latest_quarter_revenue": "$22.187B", "latest_quarter_period": "Q2 FY2026", "next_earnings": "Not confirmed", "setup_label": "base forming" } ], "chart_artifacts": [ { "rank": 1, "ticker": "NVDA", "chart_endpoint": "/api/securities/NVDA/chart?frequency=weekly&window=3y&as_of=latest", "source_table": "daily_ohlc", "aggregation": "weekly", "indicators": [ "20-week EMA", "100-week EMA", "weekly volume", "20-week average volume" ], "price_data_as_of": "2026-07-02", "visible_years": 3, "rendering": "report_api_required", "setup_label": "pullback to rising moving average" }, { "rank": 2, "ticker": "TXN", "chart_endpoint": "/api/securities/TXN/chart?frequency=weekly&window=3y&as_of=latest", "source_table": "daily_ohlc", "aggregation": "weekly", "indicators": [ "20-week EMA", "100-week EMA", "weekly volume", "20-week average volume" ], "price_data_as_of": "2026-07-02", "visible_years": 3, "rendering": "report_api_required", "setup_label": "base forming" }, { "rank": 3, "ticker": "NXPI", "chart_endpoint": "/api/securities/NXPI/chart?frequency=weekly&window=3y&as_of=latest", "source_table": "daily_ohlc", "aggregation": "weekly", "indicators": [ "20-week EMA", "100-week EMA", "weekly volume", "20-week average volume" ], "price_data_as_of": "2026-07-02", "visible_years": 3, "rendering": "report_api_required", "setup_label": "base forming" }, { "rank": 4, "ticker": "QCOM", "chart_endpoint": "/api/securities/QCOM/chart?frequency=weekly&window=3y&as_of=latest", "source_table": "daily_ohlc", "aggregation": "weekly", "indicators": [ "20-week EMA", "100-week EMA", "weekly volume", "20-week average volume" ], "price_data_as_of": "2026-07-02", "visible_years": 3, "rendering": "report_api_required", "setup_label": "base forming" }, { "rank": 5, "ticker": "MPWR", "chart_endpoint": "/api/securities/MPWR/chart?frequency=weekly&window=3y&as_of=latest", "source_table": "daily_ohlc", "aggregation": "weekly", "indicators": [ "20-week EMA", "100-week EMA", "weekly volume", "20-week average volume" ], "price_data_as_of": "2026-07-02", "visible_years": 3, "rendering": "report_api_required", "setup_label": "pullback to rising moving average" }, { "rank": 6, "ticker": "ADI", "chart_endpoint": "/api/securities/ADI/chart?frequency=weekly&window=3y&as_of=latest", "source_table": "daily_ohlc", "aggregation": "weekly", "indicators": [ "20-week EMA", "100-week EMA", "weekly volume", "20-week average volume" ], "price_data_as_of": "2026-07-02", "visible_years": 3, "rendering": "report_api_required", "setup_label": "pullback to rising moving average" }, { "rank": 7, "ticker": "ON", "chart_endpoint": "/api/securities/ON/chart?frequency=weekly&window=3y&as_of=latest", "source_table": "daily_ohlc", "aggregation": "weekly", "indicators": [ "20-week EMA", "100-week EMA", "weekly volume", "20-week average volume" ], "price_data_as_of": "2026-07-02", "visible_years": 3, "rendering": "report_api_required", "setup_label": "base forming" }, { "rank": 8, "ticker": "MCHP", "chart_endpoint": "/api/securities/MCHP/chart?frequency=weekly&window=3y&as_of=latest", "source_table": "daily_ohlc", "aggregation": "weekly", "indicators": [ "20-week EMA", "100-week EMA", "weekly volume", "20-week average volume" ], "price_data_as_of": "2026-07-02", "visible_years": 3, "rendering": "report_api_required", "setup_label": "base forming" }, { "rank": 9, "ticker": "STM", "chart_endpoint": "/api/securities/STM/chart?frequency=weekly&window=3y&as_of=latest", "source_table": "daily_ohlc", "aggregation": "weekly", "indicators": [ "20-week EMA", "100-week EMA", "weekly volume", "20-week average volume" ], "price_data_as_of": "2026-07-02", "visible_years": 3, "rendering": "report_api_required", "setup_label": "overextension" }, { "rank": 10, "ticker": "AMBA", "chart_endpoint": "/api/securities/AMBA/chart?frequency=weekly&window=3y&as_of=latest", "source_table": "daily_ohlc", "aggregation": "weekly", "indicators": [ "20-week EMA", "100-week EMA", "weekly volume", "20-week average volume" ], "price_data_as_of": "2026-07-02", "visible_years": 3, "rendering": "report_api_required", "setup_label": "base forming with volume" }, { "rank": 11, "ticker": "AMD", "chart_endpoint": "/api/securities/AMD/chart?frequency=weekly&window=3y&as_of=latest", "source_table": "daily_ohlc", "aggregation": "weekly", "indicators": [ "20-week EMA", "100-week EMA", "weekly volume", "20-week average volume" ], "price_data_as_of": "2026-07-02", "visible_years": 3, "rendering": "report_api_required", "setup_label": "overextension" }, { "rank": 12, "ticker": "AVGO", "chart_endpoint": "/api/securities/AVGO/chart?frequency=weekly&window=3y&as_of=latest", "source_table": "daily_ohlc", "aggregation": "weekly", "indicators": [ "20-week EMA", "100-week EMA", "weekly volume", "20-week average volume" ], "price_data_as_of": "2026-07-02", "visible_years": 3, "rendering": "report_api_required", "setup_label": "base forming" } ], "links": { "parents": [ "theme_humanoid_robotics" ], "related": [ "theme_robotics", "theme_physical_ai_defense_autonomy", "theme_ai_capex_cycle", "theme_memory_and_component_scarcity", "theme_trade_tariff_sourcing_geography", "risk_market_fragility_amplification", "sector_information_technology" ], "securities": [ "security_nvda", "security_txn", "security_nxpi", "security_qcom", "security_mpwr", "security_adi", "security_on", "security_mchp", "security_stm", "security_amba", "security_amd", "security_avgo" ] }, "knowledge_sources": [ "../../../../../knowledge/wiki/lanes/security/nvda.md", "../../../../../knowledge/wiki/lanes/security/txn.md", "../../../../../knowledge/wiki/lanes/security/nxpi.md", "../../../../../knowledge/wiki/lanes/security/qcom.md", "../../../../../knowledge/wiki/lanes/security/mpwr.md", "../../../../../knowledge/wiki/lanes/security/adi.md", "../../../../../knowledge/wiki/lanes/security/on.md", "../../../../../knowledge/wiki/lanes/security/mchp.md", "../../../../../knowledge/wiki/lanes/security/stm.md", "../../../../../knowledge/wiki/lanes/security/amba.md", "../../../../../knowledge/wiki/lanes/security/amd.md", "../../../../../knowledge/wiki/lanes/security/avgo.md", "../../../../../knowledge/wiki/lanes/sector/information-technology.md", "../../../../../knowledge/wiki/concepts/themes/ai-capex-cycle.md", "../../../../../knowledge/wiki/concepts/themes/memory-and-component-scarcity.md", "../../../../../knowledge/wiki/concepts/themes/physical-ai-defense-autonomy.md", "../../../../../knowledge/wiki/concepts/themes/trade-tariff-sourcing-geography.md" ], "paper_sources": [ "../../../../papers/robotics/Humanoid%20Robots.md", "../../../../papers/robotics/Roland_Berger_Humanoid_Robots_2026.md", "../../../../papers/robotics/Roland_Berger_Humanoid_Robots_2026.pdf", "../../../../papers/robotics/Roland_Berger_Humanoid_Robots_2026/Roland_Berger_Humanoid_Robots_2026_meta.json" ], "discovery_sources": [ { "kind": "discovery_cli", "label": "Representative local coverage", "query_ref": "discovery status NVDA --json; discovery lineage-status --ticker NVDA --dataset daily_ohlc --limit 5 --json" }, { "kind": "read_only_duckdb", "label": "Ranked basket daily_ohlc coverage", "query_ref": "daily_ohlc latest row 2026-07-02 for NVDA|TXN|NXPI|QCOM|MPWR|ADI|ON|MCHP|STM|AMBA|AMD|AVGO" }, { "kind": "read_only_duckdb", "label": "Computed market caps", "query_ref": "2026-07-02 close times weighted_shares_outstanding from local instruments table" }, { "kind": "report_api", "label": "Selected-security chart routes", "query_ref": "/api/securities/TICKER/chart?frequency=weekly&window=3y&as_of=latest" } ], "source_trail": { "paper_priors": "reports/papers/robotics/Humanoid Robots.md and Roland_Berger_Humanoid_Robots_2026.md supplied the compute/connectivity market, local inference, 5-10 ms control-loop, heat, battery, cost, and partnership priors.", "knowledge_posterior": "Security lanes, Information Technology sector lane, AI Capex Cycle, Memory and Component Scarcity, Physical AI Defense Autonomy, and Trade/Tariff/Sourcing pages supplied the posterior operating evidence and risk conditioning.", "ranking_process": "Ten xhigh primary subagents plus one xhigh merge selector selected NVDA, TXN, NXPI, QCOM, MPWR, ADI, ON, MCHP, STM, AMBA, AMD, AVGO.", "chart_provenance": "Right-rail selected-security charts use the report API and weekly OHLC derived from local daily_ohlc. The node stores chart endpoints and labels, not price arrays or chart levels.", "limitations": "Robot-specific semiconductor revenue is mostly undisclosed. Data-center, handset, auto, analog recovery, industrial, customer concentration, policy, and inventory effects can dominate the stocks before humanoid volume is visible." } }