Common pain points
- Deadline tracking across plants, co-manufacturers, customers, and distribution states.
- Regulatory follow-through that gets split across QA, procurement, customer success, and plant teams.
- Launch or production risk when label, packaging, ingredient, or customer requirements change late.
- Too much source material and not enough operator-level sorting.