Numnio turns shop-floor cameras and sensor streams into zero-defect visual inspection, pinpoint predictive maintenance, and real-time yield optimization — powered by Claude.
View Product Read the DocsEach module runs on Claude with domain-specific tooling. Deploy one or combine all three into a single factory copilot.
Sub-second defect detection on your existing camera lines. Claude's multimodal reasoning explains each defect in plain language — cause, severity, and suggested fix.
Anomaly detection on vibration, temperature, and power telemetry. Claude correlates signals across machines and writes maintenance briefs operators can act on.
Real-time setpoint suggestions for yield and throughput. Claude explains trade-offs so engineers can approve changes with confidence.
Claude is not a bolt-on — it is the reasoning core of the platform.
Camera frames and inspection images are analyzed with Claude's vision capability to classify defects and generate human-readable root-cause reports.
Claude agents query MES logs, cross-reference manuals, and draft maintenance tickets — operators just review and approve.
Every analysis returns schema-validated JSON (defect_type, severity, confidence, actions) that plugs directly into factory systems.
Nightly Batch API jobs run cross-line analysis: drift detection, supplier quality trends, and production anomalies across the whole plant.
From co-development projects with partner factories.
Deploying AI in your factory? Let's talk.
visualfeed@numnio.dev