We build models to detect dents, cracks, missing parts, mislabels, and assembly defects on production lines. Edge deployment reduces latency and bandwidth. Operators get live overlays, confidence scores, and capture of defect snippets for review. Integration with MES/SCADA triggers stoppage, rework, or alerts—cutting scrap, rejections, and warranty costs measurably.

Vision + OCR extract structured data from bills, IDs, receipts, and handwritten notes. Post-processing validates fields, flags anomalies, and enriches with external data. Human review resolves uncertain cases. Audit packs store originals, crops, and decisions for compliance. Throughput and accuracy are continuously monitored to maintain service-level commitments.

Detect facings, OOS, price tags, promos, and planogram compliance from store images or video. Insights feed replenishment, merchandising, and promo effectiveness. Field apps guide corrective actions, while leadership dashboards reveal store or vendor performance and missed sales due to shelf execution gaps.

Monitor PPE use, unsafe zones, crowding, tailgating, or restricted entries. Alerts notify supervisors; evidence clips support investigations. Privacy-aware blurring protects identities when required. Integrations connect to VMS, access control, and incident systems—improving safety culture and response times while satisfying compliance inspections and audits.

Track vehicles, plates, and cargo with lane analytics, dwell-time, queue length, and gate automation. Dock and yard operations benefit from real-time visibility and performance metrics. Historical trends support staffing, planning, and SLA compliance with carriers or vendors across sites and shifts.

Deploy privacy-aware authentication for attendance, access, and fraud prevention with liveness checks and anti-spoofing. RBAC and retention controls respect policy. Appeals processes handle false matches. Organizations gain secure, convenient experiences without relying on easily shared passwords or cards that invite misuse or tailgating in critical environments.