AI for dairy processors, tested on statements and inspection reports you already closed.

Federal orders set a monthly calendar. USDA's Agricultural Marketing Service notes that federal order language calls a dairy processor a handler and a dairy farmer a producer. Under the Upper Midwest order, one of 11, a pool plant's handler reports receipts and utilization to the market administrator by the 9th day after the month ends and its producer payroll by the 22nd. A wrong line on one farm's statement is also a wrong line in a report that leaves the building.

Inspections run on a published clock. The Grade A Pasteurized Milk Ordinance, in the 2025 revision that FDA's model documents page dates June 2026, has the regulatory agency inspect each milk plant and receiving station at least once every three months, and it calls that a legal minimum rather than a desirable frequency. Plants are to be seen at different times of the day, so assembly, sanitizing and pasteurization get checked while they happen. Every visit can leave a report, and every report needs an answer someone can find next quarter.

Not every room falls under that ordinance. Its list of Grade A milk products leaves out ice cream and other frozen desserts, butter, and cheese other than cottage and dry curd cottage cheese. A company with a bottling line, a cheese vat and a freezer can get paperwork from a state program, the ordinance and USDA's voluntary plant survey, each in its own layout and vocabulary. The test uses the reports your plant really receives.

One ticket feeds both desks. At the farm, the ordinance's sampling appendix has the hauler write the milk temperature, collection time, date of pick-up and the hauler's name and license or permit number on the farm weight ticket. Each tanker's paperwork carries the farm's Bulk Tank Unit number from the Interstate Milk Shippers program or, for farm groups listed with a plant, that plant's listed number. Milk accounting reads the ticket for pounds, and quality reads it for everything else.

Your listing is public. FDA keeps the Interstate Milk Shippers List online with continuous updates and posts a PDF each quarter, and the ratings behind a listing are made at least once every 24 months. The inspection job doesn't touch that listing. It keeps the record behind each report in one place for the person who answers for it.

The paper reaches your customers too. In June 2026 the Attalla, Etowah and Gadsden school systems in Alabama opened bids on one invitation for milk and milk delivery, to be awarded to a single vendor. It kept the price firm through August and tied each later month to USDA's announced class price for the Southeast, listed estimated yearly usage by system and item, asked for at least two deliveries per school each week, and had the winner set carton seals tight enough not to leak but loose enough for children to open. Bids like that are why school paperwork made our third card.

One limit covers both jobs. The proof of concept never touches your plant system, a producer payment, a co-op's statement, a regulator's portal or a live record. It never decides whether milk is acceptable, judges a lab result, sets a producer's pay or signs an inspection response. A qualified person at your plant makes every call and signs every record. We describe public rules here in general terms, and nothing on this page is legal or regulatory advice.