Built with Claude

Give your factory a brain

Numnio turns shop-floor cameras and sensor streams into zero-defect visual inspection, pinpoint predictive maintenance, and real-time yield optimization.

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Three products, one brain

Each module combines purpose-built AI with domain-specific tooling. Deploy one or combine all three into a single factory copilot.

VisualInspect

AI Quality Inspection

Sub-second defect detection on your existing camera lines. AI analysis explains each defect in plain language — cause, severity, and suggested fix.

  • Works with existing industrial cameras
  • Defect explanations in plain English
  • Auto-generated inspection reports
PredictOps

Predictive Maintenance

Anomaly detection on vibration, temperature, and power telemetry. Our AI correlates signals across machines and writes maintenance briefs operators can act on.

  • Anomaly scoring across sensor streams
  • Automated root-cause analysis
  • Maintenance tickets drafted automatically
YieldPilot

Production Optimization

Real-time setpoint suggestions for yield and throughput. Clear explanations let engineers approve changes with confidence.

  • Real-time yield monitoring
  • Setpoint recommendations with rationale
  • MES / SCADA integration

How we build with Claude

Claude is how our lean team designs, codes, and ships the platform.

Claude Code for engineering

Our engineers write, review, and refactor the platform’s code and ML pipelines with Claude Code every day.

Architecture & design

Claude helps us design system architecture and data pipelines, exploring trade-offs before we commit.

Docs, tests & specs

Test plans, API docs, and specs are drafted with Claude, then refined and approved by the team.

Rapid prototyping

New ideas go from sketch to working prototype in days, so we ship faster with a lean team.

Pilot results

From co-development projects with partner factories.

99.2%
Defect detection rate
<400ms
Inference latency per frame
40%
Reduction in unplanned downtime
12%
Average yield improvement

Contact

Deploying AI in your factory? Let's talk.

visualfeed@numnio.dev