Manufacturing – Food & Beverage Co-Packer: Batch Recipe & Compliance AI

Industry: food co-packing. Complexity: private-label SKUs, allergens.

Email recipe drift, manual COA checks, audit scramble.

Recipe Graph Agent, Allergen Agent, Batch Sheet Agent, COA Agent.

1. Recipe change approved.
2. AI diffs ingredients.
3. Floor sheets updated.
4. Lot scans on intake.
5. COA match.
6. Release to production.
7. Traceability archive.

Version Agent, Safety Agent, Doc Match Agent.

Graph DB for recipes, vision/PDF parsing, controlled LLM prompts.

ERP batch module, LIMS hooks, PostgreSQL, OpenAI, QR floor terminals

Wrong-batch incidents −83%; allergen review time −67%; COA mismatch catch +2.1x faster; audit prep −54% hours.

Build: 10 weeks. Deploy: facility pairs. Optimization: 8 weeks SKU library.