Common pain points
- Recall and allergen signals that need fast relevance screening.
- Labeling, traceability, supplier, import, and sanitation changes that affect records and audit readiness.
- Follow-up work that can disappear between regulatory affairs, plant QA, R&D, procurement, and operations.
- Alert fatigue from raw feeds that do not say whether the business should act.