Manual verification of label claims against supplier certificates and certification body databases is a high-cost, error-prone bottleneck. A single mislabeled 'Organic' SKU can trigger a full-scale recall, destroying margin and brand trust. This custom workflow automates the verification of every production lot by orchestrating agents that retrieve batch formulations from the MES, validate ingredient certifications against GS1 Digital Link or third-party APIs, and flag discrepancies for immediate human review before packaging lines run.




