FarmRaise and Avalo unite AI and field data to improve cotton resilience

The white shirt and the jean begin in a field, and FarmRaise wants the cotton behind them to arrive with less waste and more evidence. The agricultural data company has joined Avalo to scale a cotton innovation program in the United States, tying AI-driven crop development to structured field-level data, grower workflows and real-time program visibility from the first plantings onward.

FarmRaise announced the partnership on April 7, 2026, and its pitch is bluntly practical: do not bolt data collection onto the end of a trial, build it into the machinery of the trial itself. The company says its platform will organize field-level records across distributed operations, standardize data systems and turn farm activity into usable insights. For growers and staff, that means less paperwork, tighter reporting and a cleaner read on what is happening in the field.

Jayce Hafner, FarmRaise’s chief executive, called Avalo "a new wave of agricultural innovation" where AI, agronomy and real-world field data converge to produce measurable outcomes. Rebecca White, Avalo’s chief product officer, said the partnership makes farmer enrollment easier and streamlines data collection and reporting, a high-value shift for a small team that wants to stay focused on relationships with growers rather than administration.

Avalo brings more than a branding exercise in artificial intelligence. The company uses machine learning and interpretable AI for plant breeding and crop development, and recent profiles have cast its work as an attempt to future-proof cotton by helping growers handle climate pressure while reducing inputs such as water and nitrogen. Avalo has raised $11 million in Series A funding and has already teamed with Coca-Cola Europacific Partners on climate-smart sugarcane, suggesting cotton sits inside a broader bet on field performance, not a one-off marketing story.

The larger cotton market makes that bet look timely. The U.S. Cotton Trust Protocol launched its Field Partner Program for the 2025 crop season, with a broader rollout planned for 2026, as brands and retailers demand traceability that can stand up to scrutiny. Its annual reporting showed 2.1 million acres enrolled in 2023-24, up 31 percent year over year, alongside a 14 percent yield improvement, a 14 percent drop in water use, a 27 percent drop in energy use, a 21 percent cut in greenhouse gas emissions and a 79 percent reduction in soil loss versus a 2015 baseline.

USDA numbers underline why those gains matter. The agency estimated 2024 U.S. cotton production at 14.4 million 480-pound bales, up 19 percent from 2023, while 2025 planted area was pegged at 10.1 million acres, down 10 percent from 2024. In a market this volatile, resilience is not a slogan, it is the difference between a field that merely survives and one that can keep supplying the fibers fashion depends on. If FarmRaise and Avalo can turn AI, agronomy and field data into lower inputs, stronger margins and cleaner proof, the ripple will reach well beyond a pilot plot and into the wardrobe itself.