Smart Agriculture Market

A satellite-delivered real-time kinematic (RTK) style correction signal now holds a tractor’s horizontal position to 2 cm root mean square (RMS), and that one engineering fact explains why the smart agriculture market sells hectares, not gadgets. Smart agriculture covers the guidance receivers, field sensors, spray drones, field robots, farm management software and connectivity that let growers measure and act on each part of a field. The market comprises equipment and subscriptions sold to growers, not the base tractors and sprayers. Douglas Insights sizes it at USD 20.77 billion in 2025: 352.6 million connected hectares at an average spend of USD 58.9 per hectare a year. By 2035 we expect USD 47.91 billion, a revenue CAGR of 8.72% for 2026 to 2035. Ownership of the autonomy layer keeps shifting: John Deere bought orchard sprayer maker GUSS Automation on 27 August 2025, according to the company release. The study belongs to our precision agriculture coverage and is built with the Douglas Insights research methodology.

Why are connected hectares and spray drones lifting smart agriculture demand toward 2035?

Connected hectares rise 6.15% a year to 2035, and that volume leg supplies most of the 8.72% revenue growth in smart agriculture. Four forces do the lifting: guidance retrofits on mid-size farms, spray drone fleets, data platforms that keep every machine reporting, and autonomy for orchards and vineyards. Price per hectare adds the other 2.42 points.

Guidance retrofits on mid-size farms: 2.08 points

Auto-steer is already the base layer on big row-crop farms. US Department of Agriculture (USDA) Economic Research Service (ERS) survey data put auto-steer and guidance on 58.4% of corn acres, 54.5% of soybean acres, 55.9% of winter wheat acres and 64.5% of cotton acres. The next wave sits on medium farms of 5 to 50 hectares in Europe, Brazil and India, where a retrofit kit turns an older tractor into a connected one. Douglas Insights tallies 2.08 points of the 6.15-point volume leg from these retrofits. A retrofit also lifts software and correction spend on the same hectare in the following season, so the first sale seeds two later ones.

Spray drone fleets: 1.74 points

DJI counts 400,000 agricultural drones in use worldwide, flown by about 400,000 trained operators in 100 countries, a 90% rise on its 2020 base, per its agricultural drone report. Each drone pulls a field into the smart agriculture count the first time it sprays on a mapped route. Douglas Insights models the drone contribution at 1.74 points a year, the second-largest driver. Spray services matter most where plots are too small or too wet for a ground rig.

Data platforms that keep machines reporting: 1.37 points

John Deere reports more than 1 million connected machines, about 500 million engaged acres and 147 million highly engaged acres in its investor presentation. The same deck shows equipment research and development spending of USD 2.31 billion, 5.9% of net sales. Farm management software turns those machine logs into prescriptions, which is why platform spend adds 1.37 points.

Autonomy in orchards and vineyards: 0.96 points

Specialty crops are the smallest driver and the newest. GUSS Automation had more than 250 autonomous sprayers deployed, 2.6 million acres sprayed and 500,000 autonomous hours when Deere bought it on 27 August 2025, according to the acquisition release. One operator can supervise up to 8 machines. Douglas Insights reckons orchard and vineyard autonomy adds 0.96 points, and the four drivers sum to 6.15 points.

Which headwinds slow smart agriculture adoption on small farms and drone fleets?

Three headwinds remove about 2.1 points from what smart agriculture volume growth would otherwise reach: smallholder affordability, drone trade restrictions and patchy rural connectivity. Without them, connected hectares would grow near 8.2% a year rather than 6.15%. Each is quantified below.

Affordability on small farms of under 5 hectares removes 0.9 points. A grower with 2 hectares cannot spread a guidance kit, which Douglas Insights prices from USD 6,000, across enough land, so adoption there runs through drone spraying services and cooperatives instead. Small farms hold roughly 9.4% of smart agriculture revenue in our model.

Drone trade restrictions remove 0.6 points. The US Federal Communications Commission (FCC) added foreign-produced uncrewed aircraft systems (UAS) and their critical components to its Covered List on 22 December 2025, then narrowed some categories until 1 January 2027, as set out in its public notice.

Rural connectivity gaps remove 0.6 points. A field without mobile coverage still runs guidance, but it cannot sync prescriptions or telemetry in real time, so the software layer arrives years later. Short verdict: the hardware sells first, the subscription follows the signal.

Which smart agriculture segment makes the money: guidance, software, sensing or drones?

Guidance and steering systems lead smart agriculture with a 26.4% share, worth USD 5.48 billion in 2025, because auto-steer is the first purchase on almost every connected farm. Farm management software follows at 24.1%, and drones and field robots grow fastest at 12.8% a year.

Guidance and steering systems hold USD 5.48 billion because receivers, displays and steering motors are bought per machine, and a 2 cm correction signal is the base layer for every later tool. Their growth slows to 6.2% as large farms in North America reach saturation.

Farm management software, at USD 5.01 billion, earns its 24.1% share from recurring subscriptions; a farm management information system (FMIS) bills every season whether or not a machine is replaced. At 9.6% a year it overtakes guidance by 2035, reaching USD 12.52 billion.

Sensing and monitoring devices carry USD 3.88 billion. Soil probes, weather stations, yield monitors and livestock monitoring collars feed the software, and the Soil Moisture Sensor Market report tracks the largest single sensor line.

Connectivity and services hold USD 3.63 billion, or 17.5%, built on correction subscriptions, telematics plans and agronomy services, including precision irrigation scheduling.

Drones and field robots are the smallest segment at USD 2.76 billion but the fastest at 12.8% a year, rising to USD 9.21 billion. Spray drones cost less per hectare than ground rigs on small and wet fields, and our Precision Agriculture Drones Market study sizes that sub-market in detail.

Where do North American row crops and Asian drone fleets put smart agriculture revenue?

North America leads smart agriculture with USD 7.85 billion in 2025, or 37.8% of revenue, while Asia Pacific grows fastest at 11.38% a year. Large row-crop farms with auto-steer drive the leader; drone spraying on small plots drives the challenger, which passes North America before 2035.

North America reaches USD 15.47 billion by 2035 at 7.02% a year, held back only by saturation on large farms. Europe holds USD 4.90 billion today, 23.6% of the total, and grows 7.61% a year as data rules make mixed fleets easier to run.

Asia Pacific starts at USD 5.59 billion and climbs to USD 16.41 billion, the fastest regional rate at 11.38%, because drone services reach smallholders that never bought a tractor receiver. Latin America carries USD 1.54 billion and grows 9.79% a year on large Brazilian estates.

Middle East and Africa is the wildcard: USD 893.1 million in 2025, rising 7.9% a year to USD 1.91 billion, with smart greenhouses and shared drone spraying services as the swing factors.

Which companies control smart agriculture platforms from autosteer to spray drones?

Douglas Insights estimates the top three smart agriculture suppliers, John Deere, AGCO and DJI, hold 25.1% of 2025 revenue, leaving a long tail of software, sensor and service firms. Deere alone holds an estimated 13.8% share, anchored on its connected machine base.

John Deere’s lead rests on about 500 million engaged acres and more than 1 million connected machines, figures from its investor presentation. Its purchase of GUSS on 27 August 2025, described in the Deere release, extends that platform into orchards and vineyards.

AGCO formed PTx Trimble on 1 April 2024, taking 85% of the joint venture while Trimble kept 15%, according to the AGCO release. AGCO expects consolidated precision agriculture revenue above USD 2.0 billion by 2028, and the brand-agnostic retrofit kit is the core of that plan.

DJI holds an estimated 5.2% through spray drones; CNH holds about 4.6% through Raven, the application control and autonomy business it bought. Valmont reported USD 97.9 million from technology products and services in its latest full year, about 0.5% of the market. Trimble keeps exposure through its 15% PTx stake.

How much do growers pay per hectare for smart agriculture subscriptions and hardware?

Growers pay an average of USD 58.9 per connected hectare a year for smart agriculture in 2025, ranging from about USD 40.6 in the Middle East and Africa to USD 66.8 in North America. Hardware is amortised into that figure; subscriptions and services make up the rest.

Per-use pricing is spreading. Deere’s See and Spray carries a fee of USD 1 per acre on fallow ground and USD 5 per acre in crop under its Application Savings Guarantee, equal to USD 2.47 and USD 12.36 per hectare. Our realised price band for an aftermarket guidance kit runs from USD 6,000 to USD 18,000, depending on receiver accuracy and steering motor type.

Average spend rises 2.42% a year to USD 74.81 per hectare by 2035. Software tiers and correction subscriptions push the figure up; cheaper drones and sensors pull it down.

What does the GUSS deal reveal about smart agriculture in orchards and vineyards?

The GUSS purchase on 27 August 2025 shows that smart agriculture autonomy now pays first in high-value tree and vine crops, where one operator supervises up to 8 sprayers, per the acquisition release. Labour scarcity, not acreage, sets the business case.

GUSS was founded in 2018 and ran as a joint venture with Deere from 2022. Its fleet of more than 250 machines had logged 500,000 autonomous hours. Orchard autonomy is small. It is also where field robots earn money fastest, and the Agricultural Robots Market report follows the wider robot fleet.

Which rules on farm machinery data and foreign drones shape smart agriculture?

Two rules matter most for smart agriculture: the EU Data Act on machine data, applicable from 12 September 2025, and the US drone Covered List addition of 22 December 2025. One opens farm data to growers; the other narrows US drone supply.

The European Union (EU) Data Act entered into force on 11 January 2024 and applies from 12 September 2025, according to the European Commission. It lets users of connected products, farm machines included, access and share the data those machines generate with third parties. That favours mixed-fleet smart agriculture software over single-brand platforms.

The FCC Covered List decision draws on section 1709 of the 2025 National Defense Authorization Act (NDAA). DJI and Autel each filed challenges on 21 January 2026, according to the FCC notice. Our base case assumes no reversal before 2027.

What if drone rules tighten or retrofits speed up: smart agriculture scenarios for 2035?

Smart agriculture reaches USD 47.91 billion by 2035 in our base case, USD 39.31 billion in the slower case and USD 57.50 billion in the faster case. Volume growth decides the gap: the slower case runs 4.6% volume and 1.9% price, the faster case 7.6% volume and 2.9% price.

The slower case assumes US drone restrictions stay beyond 1 January 2027, as the FCC notice allows, and that smallholder retrofits stall. Revenue then grows 6.59% a year. The faster case assumes Deere scales GUSS-style autonomy, bought on 27 August 2025 per the release, into row crops, lifting revenue growth to 10.72%.

Sensitivity: one extra point of hectare growth adds USD 4.71 billion to the 2035 figure; one point less removes USD 4.33 billion. Published forecasts run between 7.28% and 10.3% a year, and our 8.72% sits just below their midpoint because our price leg is modest.

Douglas Exclusive: the Connected Hectare Ledger

The Connected Hectare Ledger is a Douglas Insights model, built from 16 sourced inputs and 6 published forecasts, that counts each smart agriculture hectare once by region and prices it. It is our estimate, not an official register.

The ledger counts 352.6 million connected hectares in 2025, 22.0% of the roughly 1.6 billion hectares of world cropland that the Food and Agriculture Organization (FAO) reports. By 2035 it tallies 640.4 million hectares, or 40.0% of cropland.

Its finding: Asia Pacific adds 139.2 million connected hectares by 2035, more than any other region, yet spends USD 15.6 less per hectare than North America today. Smart agriculture growth comes from more hectares at lower prices. Deere’s 500 million engaged acres, about 202.3 million hectares, would be 57.4% of the ledger if no hectare were shared between brands.

What sits inside smart agriculture, from precision crop farming to smart greenhouses?

Smart agriculture in this study spans five offerings and four applications: precision crop farming, livestock monitoring, smart greenhouses and precision irrigation, worth USD 20.77 billion together in 2025. Base machinery, seed and agrochemicals are excluded, as are farm loans and crop insurance.

Precision crop farming carries about 71.8% of revenue in our model. Large farms over 50 hectares account for 58.3% of spend, medium farms for 32.3% and small farms for 9.4%. Driverless machines are counted only for their guidance and autonomy content; the Autonomous Tractors Market report sizes the vehicles.

Methodology: how does a connected hectare become smart agriculture revenue?

Smart agriculture revenue equals 352.6 million connected hectares times USD 58.9 per hectare, or USD 20.77 billion in 2025. The model covers 5 regions, 5 offerings and 3 farm-size bands, with 2035 values grown at 6.15% volume and 2.42% price.

Inputs: FAO cropland, 4 ERS auto-steer rates, 3 Deere platform counts, 2 DJI fleet counts, 3 GUSS fleet figures, 2 See and Spray fees and Valmont’s technology revenue, 16 in all. Cross-checks: our 2025 figure sits 2.8% above the lowest published 2025 estimate of USD 20.2 billion and 10.5% below the highest at USD 23.2 billion. Segment 2035 values sum to USD 47.55 billion, within 0.8% of the top-down total.

Sources

1. Deere and Company John Deere acquires GUSS Automation (2025)
2. Deere and Company Investor Presentation Q2 2026 (2026)
3. AGCO AGCO and Trimble close joint venture, form PTx Trimble (2024)
4. Federal Communications Commission Public Notice DA 26-223 on UAS Covered List (2026)
5. European Commission Data Act (2025)
6. DJI DJI Agricultural Annual Report 2025 (2025)
7. USDA Economic Research Service Most row crop acreage managed using auto-steer and guidance systems (2023)
8. FAO Land statistics 2001-2023 (2025)
9. Trimble Trimble CenterPoint RTX (2025)