Animal Nutrition, Growth and Lactation

USDA NIFA's SBIR/STTR Phase I program is the principal non-dilutive federal funding channel for small businesses commercializing agricultural technology, and it has become a significant AI funding source without ever being branded as one. The program is organized into ten topic areas rather than a single AI call, which means applicants must locate their AI work inside an agricultural problem area - plant production and protection, animal production and protection, forests and related resources, food science and nutrition, rural and community development, aquaculture, biofuels and biobased products, small and mid-size farms, and agriculturally related manufacturing and alternative and renewable energy. In practice this structure rewards proposals framed around a specific production constraint rather than around a modeling technique. Machine learning for crop and soil monitoring from remote sensing, computer vision for pathogen and pest detection, autonomous harvesting and weeding robotics, decision-support and yield-prediction systems, and sensor fusion for livestock health all fit comfortably, but reviewers are agricultural scientists and commercialization specialists, not ML researchers, and proposals that lead with architecture rather than with the farm-level problem tend to score poorly. Phase I awards run from $125,000 to $181,500 for feasibility work, a range that has drifted upward in recent cycles, with Phase II available to successful Phase I awardees for full R&D. Eligibility is the standard SBIR profile: a for-profit small business concern qualifying for research or R&D purposes, US-based and majority US-owned; the STTR variant requires formal cooperative R&D with a nonprofit research institution, which is the natural route for teams spinning technology out of a land-grant university. Timing is the practical difficulty - NIFA has historically released the Phase I RFA around July with applications due roughly twelve weeks later in early October, but exact dates shift year to year and the FY2026 date was still pending at the time of review. Applicants should register on SAM.gov and Grants.gov well in advance and subscribe to Grants.gov alerts, since the release-to-deadline window is short for a program that expects a commercialization plan alongside the technical narrative.

The USDA National Institute of Food and Agriculture (NIFA) Agriculture and Food Research Initiative (AFRI) Foundational and Applied Science (FAS) Program provides $300 million in total funding for integrated research, education, and extension projects across six priority areas: Plant Health and Production, Animal Health and Production, Food Safety and Nutrition, Bioenergy and Natural Resources, Agriculture Systems and Technology, and Agriculture Economics and Rural Communities. The Agriculture Systems and Technology priority area specifically supports advanced technologies including AI, precision agriculture, robotics, sensor systems, and data-driven decision-making in farming and food systems. Awards range from $10,000 to $10,000,000 with most falling in the $500,000 to $750,000 range. The program supports both fundamental and applied research that advances agricultural innovation through emerging technologies. Applications are accepted on a rolling basis through December 31, 2026.