From raw camera feeds to actionable intelligence — a unified platform covering every stage of the vision AI lifecycle.
Each stage is purpose-built, fully integrated, and designed to work together as a continuous pipeline.
Multi-source ingestion from CCTV, drones, NVR & files
Human-in-the-loop labeling with auto-annotation
Normalization, augmentation & quality validation
Distributed GPU training with experiment tracking
Edge, on-prem & cloud inference at scale
Real-time dashboards, alerts & observability
Nedo Vision doesn't stop at deployment — it continuously monitors, learns, and improves.
AI continuously analyzes video streams for objects, events, and anomalies
Track accuracy metrics, drift indicators, and performance baselines in real-time
Trigger-based retraining when performance degrades or environment changes
Seamless staged rollout from model registry to production with rollback
Eight integrated components — each purpose-built for a specific stage of the vision AI lifecycle.
Most vision systems stop at detection. Nedo Vision is a complete intelligence platform.
RBAC, data privacy controls, retention policies, audit logs, and compliance-ready architecture
Continuous learning with drift detection, trigger-based retraining, and automated model lifecycle
Plugin architecture, BYOM support, dataset adapters, and a full API/SDK layer for custom workflows
Event pipelines, contextual rule engine, alert chaining, and sub-second inference at the edge
Heatmaps, video summarization, trend analysis, and role-based dashboards for every stakeholder
From acquisition to deployment to monitoring — every stage managed, versioned, and auditable
| Traditional Systems | Nedo Vision |
|---|---|
| ✗Rule-based detection only | AI-powered with continuous learning |
| ✗Fixed camera configurations | Multi-source: CCTV, drones, NVR, files |
| ✗Manual model updates | Automated MLOps & drift detection |
| ✗Black-box vendor models | BYOM & transparent model registry |
| ✗Siloed monitoring | End-to-end integrated pipeline |
| ✗Static alert rules | Contextual rule engine with event chaining |
