Most operations still react to problems after they happen. A defect is found at the end of the line. A safety violation is reviewed on the incident report. A compliance gap shows up in the audit. By then, the cost is already paid — in rework, in risk, in lost time. AegisVision changes that. It is a Vision AI platform that connects to existing camera infrastructure — no rip-and-replace, no new hardware investment — and begins detecting anomalies, defects, safety violations, and process deviations in real time from day one. The Transformation Journey AegisVision moves organisations through three stages: • Stage 1 — Reactive: Where most operations are today. Alerts come after the fact. Patterns go unnoticed. Human inspection is capped at ~80% accuracy under ideal conditions — lower during night shifts. • Stage 2 — Predictive (3–6 months): Patterns emerge across shifts, sites, and scenarios. Detection accuracy reaches 98%+. Dashboards replace end-of-shift reports. Teams stop chasing fires and start seeing them coming. • Stage 3 — Preventive (9–18 months): Automated workflow responses trigger before human intervention is needed. Quality runs 24/7 with zero fatigue. Compliance is enforced by default. The system self-tunes continuously and gets smarter the longer it runs. Platform Capabilities • Hardware-agnostic: Works with any existing RTSP/IP camera or ONVIF-compatible device. No vendor lock-in. • Model-agnostic: Pre-built models included free. Bring your own models or build new ones. Fine-tune as requirements evolve. • Three deployment models: On-Premises (full data control), Cloud (scalable, minimal IT overhead), and Hybrid (sub-1s edge inference + cloud analytics). 100% data compliance in all three. • Closed-loop workflow: Every detection triggers Incident → Assign → Escalate → Close. Evidence packs and audit trails generated automatically. • Integrations: PLC, MES, ERP, QMS, and existing automation workflows via open API. Industries Served Manufacturing · FMCG / Food Processing · Retail · Pharma & Regulated Packaging · Construction · Ports & Logistics · Healthcare · Energy / Utilities · Railways · Telecom / Fiber Deployment · Security & Surveillance Vision AI ROI Benchmarks • Up to 40% defect reduction (industry case studies, 2024) • AI catches 37% more defects than human inspectors (controlled study, 2024) • 99.8% surface defect accuracy (American Society for Quality, 2024) • 50–90% reduction in inspection time • ROI payback typically within 6–12 months of deployment AegisVision is completely made in India — staying with customers through implementation, model tuning, and continuous improvement. Not a point solution. An end-to-end partnership.