Manufacturing

Real-time vision-based inspection for broken ends, missing picks, oil stains, holes, needle lines. Classifies by type/severity, triggers machine stops.

Monitors loom vibration, tension, temperature from IoT sensors. Predicts bearing failures, needle breaks. Schedules preventive maintenance, forecasts spare parts.

Creates line plans, allocates styles to lines based on SAM, operator skills, machine availability, delivery dates. Balances line loading, manages WIP.

Tracks hourly output, efficiency%, defect rates per line/operator. Flags underperformance, predicts end-of-day output.

Tracks REACH, CPSIA, Prop 65, GOTS, OEKO-TEX, GRS, BCI. Monitors renewals, manages buyer-specific requirements, generates gap analysis.

Calculates costs across entire value chain. Tracks actual vs estimated, flags margin erosion, suggests cost reduction.

End-to-end order tracking from fiber to delivery. Integrates multi-tier data, gives real-time transparency on progress, delays, ETAs.

Auto-generates POs, invoices, packing lists, test certificates, lab reports, export docs, compliance certificates. Handles templates and digital signatures.

Routes/manages communication across buyers, suppliers, internal teams. Translates languages, summarizes threads, tracks follow-ups.

Generates dashboards and reports for production efficiency, quality, delivery, financials. Answers ad-hoc questions in natural language, surfaces anomalies.