Govern AI on the Factory Floor
Keep the line running. Keep the AI compliant. Predictive maintenance, quality inspection, and supply chain AI — governed with safety controls that prevent costly failures and keep production on schedule.
When Factory AI Goes Wrong
On the factory floor, AI errors don't just affect software — they stop production, ship defects, and create safety incidents.
False Maintenance Shutdowns
AI predictive maintenance agents triggering unnecessary production shutdowns cost manufacturers hundreds of thousands per incident — and damage the credibility of the AI systems that operations teams were just beginning to trust.
Quality Inspection Drift
Quality inspection AI models drift over time, gradually accepting defective parts that fail in the field — creating warranty costs, recall risk, and customer harm that could have been caught at the line.
Procurement Overruns
Autonomous material ordering agents overspending on raw materials based on faulty demand signals can generate millions in excess inventory — tying up working capital and exposing supply chain vulnerabilities.
AI Agents You Can Trust. Outcomes You Can Prove.
Manufacturers governing production AI with RuntimeAI — keeping lines running and quality high.
An AI predicted imminent motor failure and shut down a production line for 8 hours. Post-inspection revealed the motor was fine — the model had acted on sensor noise with catastrophic confidence.
Confidence thresholds now require high model certainty before any shutdown action. Major interventions require human approval — eliminating false shutdowns while maintaining real failure prevention.
A vision AI gradually began accepting defective parts that had previously been rejected. 50,000 faulty units shipped before a field return rate spike triggered investigation.
Behavioral monitoring now detects acceptance rate drift in real time. The quality team is alerted immediately, automated pass-through is paused, and the model is recalibrated before defects leave the facility.
An AI ordering agent purchased $2M in excess raw materials based on a faulty demand forecast — tying up working capital and creating a storage crisis that lasted three quarters.
Budget caps and volume anomaly detection flag unusual order quantities automatically. Procurement team approval is required for orders above threshold — preventing runaway purchasing before it happens.
Compliance & Certifications
Meeting the quality, safety, and operational standards that manufacturing regulators require.
Keep the Line Running. Keep the AI Compliant.
Every production AI governed. Every quality decision monitored. Every procurement action controlled. See it live.