Predictive Maintenance
Surface equipment anomalies from sensor data before they become failures and downtime.
- ISO 27001 certified
- SOC 2 Type II certified
- Zero data retention
- Full audit trail
The manual pain
Unplanned downtime is expensive, and fixed maintenance schedules either over-service or miss real wear.
What the agent does
The agent learns normal behavior from sensor and operational data, flags anomalies early, and routes them to maintenance with the supporting signal.
What You Get
Concrete outputs, each one cited, logged, and reviewed by a person before it is relied on.
Runs on the Unified AI Execution Layer
This agent runs through the same governed path as every CreateOS workflow: routed to the right model, policy-checked before it acts, validated before it answers, and logged for audit.
More Manufacturing Agents
Fabric defect detection
Spot fabric defects on the line in real time, with every flag logged for quality review.
Visual quality inspection
Inspect products against your quality standard and route anything out of spec for a person to check.
CCTV compliance monitoring
Turn existing CCTV into governed, real-time compliance oversight, with privacy masking built in.
Loom and machine monitoring
Watch machine state across the floor and surface stoppages and faults as they happen.
Production yield analysis
Find where yield is lost across the line and point to the steps that drive waste.
Shade and color matching
Check shade and color against the reference and flag lots that drift out of tolerance.
