The 2026 Farm Bill moving through Congress includes a provision that would reimburse farmers 90 percent of the cost of adopting artificial intelligence and precision agriculture technologies, a rate 15 percentage points higher than the standard cap for other conservation practices under the Environmental Quality Incentives Program. The bill, formally titled the Farm, Food, and National Security Act of 2026, has drawn scrutiny from farm advocacy groups and policy analysts who say the provision effectively hands technology companies control over critical decisions on American farmland.
The 2026 Farm Bill Gives Tech Companies a New Role in Agriculture
Under the bill’s Conservation Title, precision agriculture qualifies as a reimbursable practice through EQIP, a popular USDA conservation program. The approved technologies include GPS systems, yield monitors, data management software, and Internet of Things and telematics devices. Normally, EQIP reimburses farmers up to 75 percent of the cost of conservation practices such as improving irrigation or building greenhouses. The new provision bumps that rate to 90 percent specifically for precision agriculture tools, creating a significant financial incentive for adoption.
The provision that has raised the most concern, however, is governance. The standards governing these technologies will not be set by the USDA. Instead, the bill calls for “private sector-led interconnectivity standards, guidelines, and best practices,” meaning the tech companies building these systems will also define the rules for how they operate on farms.
Critics Say the Bill Favors Corporations Over Small Farmers
Anthony Pahnke, vice president of Family Farm Defenders and associate professor of international relations at San Francisco State University, wrote in Fortune that the provision mirrors previous patterns of corporate consolidation in agriculture, from right-to-repair restrictions on farm equipment to dependency on proprietary GMO seeds. When corporations retain proprietary control over the technology embedded in the machines they sell, farmers are forced to pay for assistance when something breaks down, further eroding their independence.
Mike Lavender, policy director at the National Sustainable Agriculture Coalition, told Civil Eats that the bill gives “too much priority to something that doesn’t have the chance to benefit everyone.” Precision agriculture equipment is expensive and does not apply to all farming operations, meaning the subsidy disproportionately benefits larger, well-capitalized farms that can afford to adopt the tools in the first place.
EQIP Funding Cuts Compound the Problem
The bill also reallocates more than $1 billion from EQIP to other conservation efforts. EQIP is already severely oversubscribed, with more farmers applying for funding than the program can support. Adding expensive precision agriculture tools to the list of qualifying practices while simultaneously cutting the program’s budget could squeeze out smaller farmers who rely on EQIP for traditional conservation work like soil management and water quality improvements.
Rob Larew, president of the National Farmers Union, said the bill falls short of the structural changes American agriculture needs. “The fundamental changes needed to fix what’s broken in American agriculture, reining in corporate consolidation, building true safety nets, and investing in local communities, still need to be made,” Larew said.
What This Means for the Broader Tech and Startup Landscape
The provision opens a new market for technology companies building AI and IoT products for agriculture, a sector that attracted billions in venture capital funding in 2025 and early 2026. For agtech startups, the 90 percent reimbursement rate could accelerate customer adoption by dramatically lowering the cost barrier. But the private-sector governance structure also raises data protection questions about who controls the vast amounts of farm data these systems generate.
The broader debate over whether the tech industry’s future belongs to giants or startups finds new ground in agriculture, where the companies setting the standards could lock in market advantages that smaller competitors cannot match. The bill has advanced through the House Agriculture Committee and is expected to reach the full House floor in the coming weeks.
