What this fixes.
- —
Sampling misses 90% of edge defects
- —
Warranty claims signal upstream quality issue
- —
Manual visual inspection inconsistent
Three jobs, on rails.
100% of units
Frame-per-unit, multi-angle if needed.
By defect type
Per-defect model with severity scoring.
Real-time
Line integration — defect → eject in <100 ms.
One scenario, one outcome.
A snack-bar line: target weight tolerance is ±2g, common defect is a cracked wrapper at the heat-seal stage.
Inspection catches 98.7% of cracked wrappers vs the previous 41% (sampling). Warranty returns drop 38% across the next quarter.
Scoped on a call.
8–12 weeks
Pilot → retainer
Scope confirmed in a 30-minute call. Fixed scope, fixed timeline before you sign. We'll send a one-page proposal within 48 hours.
Book a call →Same category.
Demand Forecasting
ML forecasts on sales, promo, weather and macro signals — cuts inventory carry and stockouts simultaneously.
Predictive Maintenance
IoT + ML predicts equipment failure days or weeks ahead — turns unplanned downtime into planned maintenance.
Geo & Satellite Analytics
Satellite + map data for OOH planning, agri yield, insurance underwriting and real estate due diligence.