How Technology Is Changing Farms and Agriculture in 2026

Farming has always been a numbers game played against the weather. Seed, fertilizer, fuel and labor cost more each year, margins are thin, and a bad week at planting or harvest can wipe out a season. Technology will not fix the weather, but it is changing how much guesswork goes into everything else.

In 2026, precision agriculture is no longer something only the largest operations talk about. GPS guidance, yield maps and farm software have become common on midsize farms, and newer tools such as camera-guided sprayers and spray drones are moving from trials into regular use. This guide explains what farmers are actually using, what it means for buyers at the farm stand or grocery store, how the tools are priced, and how to start without overspending.

The technology farms use today

GPS guidance and autosteer. Satellite guidance steers tractors, sprayers and combines along precise lines. It reduces overlap, saves fuel and seed, and cuts operator fatigue on long days.

Yield monitors and field maps. Sensors on the combine record yield as you harvest. Paired with soil maps, they show which parts of a field earn money and which ones do not.

Variable-rate application. Using those maps, equipment adjusts seed, fertilizer or lime rates across a field instead of applying one flat rate everywhere.

Sensor and camera-based spraying. Systems such as John Deere’s See & Spray use cameras and onboard computers to spot weeds and spray only where they are found, rather than covering the whole field.

Drones. Farmers use drones for crop scouting, mapping and, increasingly, spot spraying in areas that are hard to reach with ground equipment.

Farm management software. Record-keeping apps track fields, inputs, costs, labor and sales in one place. They also help with crop insurance, lender reporting and conservation program paperwork.

Livestock and dairy tech. Wearable sensors, automated feeding, robotic milking and remote cameras help track animal health and reduce manual checks.

Weather stations and soil moisture probes. On-farm sensors help time irrigation, planting and spraying based on actual field conditions.

How widely is precision farming used

Adoption depends heavily on farm size. A USDA Economic Research Service chart published in December 2024 found that in 2023, guidance autosteering was used by 52% of midsize farms and 70% of large-scale crop-producing farms, up from single digits in the early 2000s. Yield monitors, yield maps and soil maps were used on 68% of large-scale crop farms.

The same research found that small family farms have the lowest adoption in every technology category. That gap matters. Many tools are priced and designed for large acreage, so smaller operators need to pick carefully and focus on tools that pay back on their scale.

What changes for consumers and communities

Most people never see a yield map, but they feel the effects.

• More consistent supply. Better planting and irrigation decisions can reduce crop losses in tough seasons.
• Less chemical use where tools are used. Targeted spraying applies herbicide only where weeds are detected. Deere reported that See & Spray users saw an average herbicide savings of 59% across more than 1 million acres in 2024, based on its own customer data. Results vary with weed pressure.
• More transparency. Farm records make it easier to document practices, which matters for buyers who ask about sourcing and for programs that reward conservation.
• Direct sales. Online ordering, payment apps and email lists help small farms sell boxes, meat shares and farm stand goods straight to local customers, a model similar to what we describe in how technology is changing small retail shops.

Key takeaway: The most profitable farm technology usually saves inputs or labor you already pay for. Start by measuring what you spend, then buy tools that reduce the biggest line items.

Pricing models explained

Farm technology is sold in several ways, and the model matters as much as the sticker price.

Prices vary by dealer, region and equipment, so get written quotes. Watch out for subscriptions tied to equipment, per-acre fees and data plans, which can turn a one-time purchase into an ongoing cost.

Rules and programs farmers should know

Spray drones need FAA approval. Under FAA rules, any drone that dispenses or sprays substances such as pesticides falls under 14 CFR Part 137, the agricultural aircraft rule. Drones under 55 pounds also operate under Part 107 and need exemptions, while drones of 55 pounds or more operate under Parts 91 and 137. Operators must complete the exemption process before applying for an Agricultural Aircraft Operator Certificate. State pesticide applicator licensing may also apply. Hiring a certified drone service is often the simplest route.

Conservation funding can help. USDA’s Natural Resources Conservation Service runs the Environmental Quality Incentives Program (EQIP), which provides technical and financial help for conservation practices such as nutrient management. Precision tools that improve how nutrients are applied can fit into some practices. Payment rates and eligible practices vary by state and year, so contact your local NRCS office.

Repair rights are changing. In July 2026, the FTC and 5 states announced a settlement with Deere & Company in their right-to-repair lawsuit. Under the settlement, Deere must give farmers and independent repair shops the same repair resources, including software capabilities, that it gives authorized dealers, for 10 years. The FTC listed the case as pending court approval at the time of the announcement, so check its status before relying on it.

This is not legal advice. Check federal and state requirements before flying drones or applying chemicals.

Where to start: a step-by-step plan

1. Get your records in order. Use farm management software or even a structured spreadsheet to track fields, inputs, yields and costs. You cannot improve what you do not measure.
2. Soil test and map fields. Grid or zone soil sampling shows where nutrients are needed. This is one of the lowest-cost ways to start precision work.
3. Add guidance to the machine you use most. Autosteer on the tractor or sprayer that logs the most hours usually pays back fastest through less overlap and fatigue.
4. Use the data you already have. Many newer machines already record yield or application data. Ask your dealer how to export and view it before buying anything new.
5. Try services before buying. Hire a drone mapping or spraying service for a season to see whether the results justify owning equipment.
6. Ask about cost-share. Talk to your NRCS office and extension service about programs and local trials.

Risks to watch

Data ownership. Farm data has value. Read the terms for any software or connected equipment to see who owns your data, who can share it and whether you can export it.

Connectivity gaps. Many rural areas still have weak cellular coverage. Check whether tools work offline and sync later.

Cybersecurity. Connected equipment and farm accounts can be targets. Use unique passwords, multi-factor sign-in and limited access, ideas we explain in zero trust security.

Subscription stacking. Correction signals, software, data plans and per-acre fees can add up. Track total annual costs per acre.

Overbuying. A tool designed for 5,000 acres may never pay back on 300. Match the tool to your scale.

What’s next for agriculture

Expect more machine vision on sprayers and planters, more autonomy for repetitive field work, and AI tools that turn years of yield and weather data into planting and input recommendations. Many of the same automation ideas are spreading through factories, as we describe in smart manufacturing and Industry 4.0. Repair access and data portability are also likely to improve as regulators focus on the farm equipment market.

For small and midsize farms, the biggest gains will likely come from cheaper sensors, shared services and better software rather than the largest machines.

Conclusion

Technology is changing farms by turning fields into data and reducing waste in seed, chemicals, fuel and labor. Large crop farms are already deep into precision tools, while small farms can start with records, soil testing and guidance. Follow the FAA rules for spray drones, look into conservation programs, protect your data and buy tools that fit your acreage. Nonprofits and co-ops that support farmers can learn more in our guide to how technology is changing nonprofits and churches.

Sources

• USDA ERS: Precision agriculture use increases with farm size — 2023 adoption rates by farm size and technology
• FAA: Dispensing chemicals and agricultural products with UAS — Part 137 and Part 107 requirements for spray drones
• John Deere: See & Spray herbicide savings — company-reported 2024 herbicide savings
• FTC: Settlement with Deere & Company on right to repair — July 2026 settlement terms
• USDA NRCS: EQIP program fact sheet — EQIP technical and financial assistance