Field robotics and off-highway autonomy covers machines and field systems that work away from paved roads: tractors, combines, sprayers, loaders, dozers, haul trucks, grade-control systems, positioning receivers, correction services, machine-control software, dealer service, and equipment financing. In the robotics theme, this stack matters only when a farm, contractor, mine, quarry, rental fleet, or infrastructure operator pays for higher utilization, fewer operator hours, lower input waste, better safety, less rework, or lower cost per acre, ton, route, and job site. The current read keeps Deere first because the local lane supports the operating proof; CAT, TRMB, AGCO, and CNH are ranked by direct field exposure, latest operating evidence, and source quality rather than recent price action.
What the stack is: farm and off-highway autonomy combines equipment, guidance, positioning, machine control, sensors, field software, remote support, dealer parts, and financing around work that happens in fields, mines, quarries, roads, and construction sites.
What it does: it tells machines where they are, controls implements or blades, logs work completed, reduces overlap and rework, monitors utilization and fault codes, and lets customers measure productivity against fuel, labor, input, downtime, and safety costs.
Main pieces: tractors, combines, sprayers, planters, loaders, dozers, excavators, haul trucks, GNSS receivers, correction signals, cameras, lidar or radar where used, telematics, control valves, hydraulic systems, machine-control displays, fleet software, dealer diagnostics, parts, service contracts, leases, and captive finance.
Where it sits: the hardware sits on mobile equipment and implements; positioning and correction services sit between satellites, base stations, and the machine; software sits in the cab, fleet office, dealer workflow, and cloud system; financing sits between OEM, dealer, lender, and customer.
How robotics uses it: autonomy becomes investable only when those tools raise paid machine hours, acres covered, tons moved, site throughput, service attach, software renewal, margin, cash conversion, or finance quality. A product demo is not enough.
Terms used later: guidance means steering or implement control from positioning data; correction services improve positioning accuracy; attach means paid adoption on top of base equipment; dealer inventory is unsold equipment in the channel; captive finance is OEM-linked lending or leasing that helps customers buy machines.
Report boundary: this is a tactical value-chain node under the Robotics theme. It ranks the current field basket, records setup labels, charts weekly price and volume context, and routes claims back to the parent map, durable knowledge lanes, local article clips, raw source projections, and read-only discovery. It does not replace company research. All five basket names have maintained local lanes; AGCO and CNH remain lower-conviction routes until margin, dealer inventory, financing, and cash-conversion proof improves.
Current Setup
Main readField autonomy is an equipment-cycle proof test.
Use this node when paid precision tools, machine control, uptime, and dealer support show up in orders, margin, cash conversion, and finance quality. Deere has the clearest filed evidence; the other names need fresher margin, inventory, financing, and cash-conversion proof.
Positive signalCustomer economics are measurable.
Acres, tons, site hours, fuel, rework, safety, service attach, and software renewal are observable.
Conversion gateOrders must survive the cycle.
Farm income, dealer inventory, rates, used equipment, construction starts, and mining capex can dominate autonomy demand.
Source constraintLower-ranked names need operating proof.
AGCO and CNH have local lanes, but margin, dealer inventory, financing, and cash conversion still limit conviction.
Buyerfarm, job site, mine, fleet
Paid toolmachine, guidance, software, service
Economic proofutilization, margin, cash, credit
Next checkQ2/Q3 reports and dealer channel
The node matters because field work is hard to automate and the customer economics are measurable. A grower, contractor, mine operator, or fleet owner pays only if equipment, retrofits, correction services, telematics, and dealer support let the same crew cover more acres, move more tons, complete more jobs, reduce rework, lower fuel or input waste, or keep machines working longer. The proof is paid attach, autonomous hours or acres, utilization, renewal, orders, dealer inventory, segment margin, operating cash flow, receivables, and finance quality.
Read-only discovery has daily_ohlc coverage through 2026-06-12 for all five tickers, and current local market-cap math can size the routes consistently. Deere's filed lane supports the operating debate: Production & Precision Agriculture is weak, Small Agriculture & Turf and Construction & Forestry are offsets, FY2026 net income guidance stayed at $4.5 billion to $5.0 billion, and precision technology still needs recurring revenue, margin, and cash proof. CAT has the strongest current operating scale and backlog evidence; TRMB has direct positioning and workflow exposure with Q1 revenue and ARR both up 12%; AGCO and CNH carry direct agriculture exposure but still need margin, dealer inventory, and financing proof.
Equipment cycles can overwhelm the autonomy signal. Crop prices, farm income, input costs, rates, dealer inventory, used equipment, construction starts, mining capex, tariff costs, and customer financing can explain more of the stock move than robotics adoption. Static setup thresholds from the prior page were based on 2026-05-29 weekly data and are stale versus live API coverage through 2026-06-12; refresh chart labels before using them as current trading evidence. AGCO and CNH need better margin, dealer inventory, financing, and cash-conversion evidence before moving up the ranked basket.
Right-rail charts load from the report API using discovery daily_ohlc. The prior static setup thresholds are stale versus 2026-06-12 local price coverage and should be refreshed before being used as current trading levels.
Basket
The basket remains the parent robotics field basket: AGCO, CAT, CNH, DE, and TRMB. The rank below uses node economics and source-backed exposure first, then timing. Market caps are local discovery calculations using 2026-06-12 closes and stored share counts. Next earnings dates are marked Not confirmed because Nasdaq earnings pages and inspected official event pages did not expose confirmed future dates on 2026-06-13.
Deere is the best filed route because precision agriculture, construction equipment, dealer support, installed-base service, and captive finance all pass through the same customer productivity test.
Market cap$156.0B
Next earningsNot confirmed
Latest qtr revenue$13.369B
Role in stack
Deere sells the core field machine, embedded precision tools, dealer service, and financing route. The customer is the farmer, contractor, roadbuilder, or forestry operator; conversion requires productivity benefits to show up in equipment sales, service attach, margins, cash flow, and finance quality.
Revenue mix
Q2 FY2026 net sales by equipment segment: PPA $4.503B, SAT $3.485B, and Construction & Forestry $3.790B. John Deere Financial adds the customer-credit route.
Latest qtr revenue
Fiscal Q2 ended May 3, 2026: worldwide net sales and revenues were $13.369B; source is the Deere Q2 FY2026 earnings release clipped in knowledge.
Caterpillar is the heavy-equipment route where construction, mining, quarry, energy, service, and dealer support can turn off-highway autonomy into utilization and safety economics.
Market cap$419.4B
Next earningsNot confirmed
Latest qtr revenue$17.4B
Role in stack
CAT sells and services equipment used to move earth, grade sites, mine materials, generate power, and support fleets. The conversion gate is backlog and end-user demand becoming profitable equipment, parts, service, and Cat Financial economics rather than dealer restocking alone.
Revenue mix
Q1 FY2026 segment sales were Construction Industries $7.161B, Power & Energy $7.031B, Resource Industries $3.797B, and Financial Products $1.096B. Autonomy claims need official deployment, service, and margin evidence.
Latest qtr revenue
Fiscal Q1 2026: sales and revenues were $17.4B, up 22% year over year; source is Caterpillar's April 30, 2026 Q1 results release clipped in knowledge.
Trimble is the positioning, correction, machine-control, and field-to-office workflow layer that helps equipment turn location data into repeatable work.
Market cap$11.8B
Next earningsNot confirmed
Latest qtr revenue$939.9M
Role in stack
TRMB supplies positioning, field systems, construction workflows, geospatial tools, software, and services. Its field-autonomy value comes from paid subscriptions, correction services, machine-control attach, and connected workflows that reduce rework and improve utilization.
Revenue mix
Q1 2026 revenue was split between Product revenue of $311.2M and Subscription and services revenue of $628.7M. AECO and Field Systems are the two most relevant segment routes for this node.
Latest qtr revenue
Fiscal Q1 2026: total revenue was $939.9M; source is Trimble's May 6, 2026 Q1 results release and 8-K exhibit clipped in knowledge.
AGCO is the precision-ag and retrofit route through Fendt, Massey Ferguson, sprayers, PTx Trimble, Precision Planting, dealer support, and farmer productivity tools.
Market cap$8.1B
Next earningsNot confirmed
Latest qtr revenue$2.343B
Role in stack
AGCO sells agricultural equipment and precision tools to farmers through brands, dealers, PTx Trimble, and Precision Planting. The conversion gate is whether precision and high-horsepower demand offset weak crop economics, tariff costs, dealer inventory, and customer-credit pressure.
Revenue mix
Q1 2026 net sales by region: EME $1.6008B, North America $406.4M, Latin America $211.7M, and Asia/Pacific/Africa $124.0M. The maintained AGCO lane carries regional loss, tariff, PTx, and cash-conversion proof.
Latest qtr revenue
Quarter ended March 31, 2026: net sales were $2.3429B; source is AGCO's May 5, 2026 Q1 results release clipped in knowledge.
CNH is the agriculture and construction OEM peer route where Case IH, New Holland, precision technology, Financial Services, and dealer inventory expose the weakest cycle checks.
Market cap$13.1B
Next earningsNot confirmed
Latest qtr revenue$3.826B
Role in stack
CNH sells agricultural and construction equipment and supports customers through Financial Services. Its field-autonomy read needs equipment demand, precision adoption, dealer inventory, receivables, and margin evidence to improve together.
Revenue mix
Q1 2026 consolidated revenue was $3.826B: Agriculture net sales $2.596B, Construction net sales $574M, and Financial Services revenue $646M. CNH has shorter local price history, while the maintained lane carries trough-cycle, credit, and inventory proof.
Latest qtr revenue
Quarter ended March 31, 2026: consolidated revenues were $3.826B; source is CNH Industrial's April 30, 2026 Q1 results release clipped in knowledge.
Basket source note: market caps are discovery-derived, not exchange-direct market data. Next earnings dates remain unconfirmed after checking Nasdaq earnings pages for AGCO, CAT, CNH, DE, and TRMB, plus official CAT and TRMB event pages available to static browsing on 2026-06-13.
What Confirms Or Weakens
AreaWhat confirmsWhat weakens or invalidatesWatch next
1Node thesisPaid adoption
What confirms
Paid attach, autonomous hours or acres, guided machine utilization, software renewals, service attach, dealer support, margin, and cash conversion improve together.
What weakens or invalidates
Announcements, pilots, or demonstrations do not show orders, paid usage, renewal, productivity, margin, cash, or receivable evidence.
Watch next
OEM earnings
autonomous hours
dealer channel
2EconomicsMargin and cash
What confirms
Productivity tools convert into segment revenue, gross margin, operating margin, free cash flow, and finance quality after warranty, support, and tariff costs.
What weakens or invalidates
Revenue rises while margins, working capital, receivables, or credit losses worsen, showing activity without shareholder economics.
Watch next
DE cash guide
CAT tariff bridge
CNH FCF
3CustomerFarm and off-highway demand
What confirms
Farmers, contractors, miners, quarries, and rental fleets cite labor, uptime, safety, fuel, inputs, rework, or throughput benefits and keep ordering equipment or services.
What weakens or invalidates
Crop margins, construction starts, mining capex, aggregates, rental utilization, or roadbuilding orders weaken before autonomy economics become visible.
Watch next
AEM data
ABI and construction
mining capex
4Funding and channelDealer, lease, and receivable quality
What confirms
Captive finance originations, receivables, funding spreads, dealer inventory, used equipment, parts, service, and floorplan stress stay contained while orders stabilize.
What weakens or invalidates
Receivables, delinquencies, wholesale inventory, dealer discounting, tariff costs, or working-capital use rise faster than revenue and earnings.
Watch next
Deere Financial
CNH past due
AGCO finance JV
5Policy and repairAccess and cost pass-through
What confirms
Right-to-repair, tariff, emissions, safety, and data-access developments do not damage software, service, parts, or dealer economics.
What weakens or invalidates
Repair-access remedies, tariff resets, emissions rules, or data-sharing mandates reduce service capture, raise cost, or slow customer adoption.
Watch next
FTC Deere case
tariff refunds
dealer terms
6Stale conditionRefresh trigger
What confirms
No new earnings release, 10-Q, dealer update, tariff ruling, financing disclosure, or local discovery data change has arrived since the page refresh.
What weakens or invalidates
New trading data, earnings, filings, event calendars, or maintained knowledge lanes arrive before this page is refreshed.
Next earnings dates are not confirmed. Nasdaq earnings pages for AGCO, CAT, CNH, DE, and TRMB returned no current earnings date; official CAT and TRMB event pages available to static browsing did not expose a future earnings event. Access date: 2026-06-13.
Read-only price coverage, market-cap calculations, chart API routing, weekly OHLC assumptions, and CNH short-history caveat. Local daily_ohlc coverage is through 2026-06-12 for all five tickers; CNH starts 2024-05-20.
node metadata; discovery status AGCO|CAT|CNH|DE|TRMB --json; duckdb -readonly daily_ohlc + instruments market-cap query; API route /api/securities/TICKER/chart?frequency=weekly&window=3y&as_of=latest
Chart assumptions
Right-rail charts should use weekly bars from daily_ohlc, first open, weekly high, weekly low, final close, summed volume, three-year visible horizon, 20-week EMA, 100-week EMA, and volume subgraph. Prior static thresholds from 2026-05-29 are stale versus 2026-06-12 API-backed data.
chart metadata; selected-security right rail on this page
Deferred shared files
No node manifest exists at themes/robotics/nodes/node-data.json. Parent HTML, parent metadata, and sitemap already route this node and were left untouched under the worker write-scope rule. Coordinator can refresh parent and sitemap source refs from the old 2026-05-29 static chart package to this node's 2026-06-12 API-backed chart metadata if aggregate metadata freshness is normalized.