Food and consumer products quality is driven by safety and compliance: microbial limits such as total plate count and coliforms, nutrition label compliance, net content acceptance, shelf-life and stability extrapolation, and sensory quality testing. Every released batch must withstand regulatory sampling and customer complaint traceability. Export adds further layers such as HACCP, FSSC 22000 and regional labeling rules.
Microbial results are converted with MPN most-probable-number tables for multi-tube methods and judged against limits; chemical indicators use specification compliance checks; blend uniformity uses the coefficient of variation; and sensory differences use triangular, paired and ranking test significance. Sampling plans follow the AQL system of GB/T 2828.1 and ISO 2859 with normal, tightened and reduced switching, and OC curves evaluate plan risk.
The framework combines ISO 22000 and HACCP for food safety management, GB 28050 for nutrition labeling, JJF 1070 for net content, and ISO 2859-1 and GB/T 2828.1 for attribute sampling. Shelf life is supported by accelerated or long-term stability studies. The tools embed the relevant tables and decision rules so results map directly to the applicable standard.
From incoming raw materials to finished-goods release, inspection plans are built in one place: sampling scheme by AQL, OC curve for plan risk, sample size for the inspection batch, MPN lookup for microbiology and shelf-life extrapolation for dating decisions. All calculations run online and produce conclusions ready for inspection reports and regulatory records. Export teams can reuse the same outputs for customer-facing certificates of analysis.