Manufacturing
Your quality and maintenance, running predictively, right at the edge.
Live in weeks. On-prem and at the edge.
What changes the day agents go live.
Failures named before they land, defects caught on the line, and the corrective work raised while the shift is still running.
The workflows we put into production.
Quality and maintenance running on your MES, historian, and the machines already on the floor.
Vision QC
Defect detection on the line, deviation flagged in real time.
Predictive maintenance
Trace the failing component before it lands and raise the work order.
Root cause & CAPA
Cause found, corrective action raised and scheduled.
Production operations
Scheduling and shop-floor coordination, orchestrated end to end.
Kiln, the AI-enabled plant stack.
From the sensor to the work order. A complete plant operating system with autonomous agents executing every stage.
Quality and maintenance, predictive at the edge.
Everything you need to run quality and maintenance, wired together on one core: your MES and historian, sensor and vision connectors, QC, maintenance, and root-cause agents, deployable on-prem and at the edge with a full action trail.
- MES and historian integrations
- Sensor, vision, and PLC connectors
- QC, maintenance, and root-cause agents
- On-prem and edge, full action trail
The agents behind the work.
Autonomous agents specialised in factory workflows, orchestrated on one core.
Vision QC Inspector
Flags surface and assembly defects in real time.
Predictive Maintenance
Analyses vibration and thermal telemetry to trace failure.
Root Cause Diagnostician
Correlates drift across lines to name the root cause.
Production Coordinator
Rebalances scheduling when lines back up or stall.
Shift Handover Reader
Extracts operator notes and logs into structured data.
Safety & EHS Monitor
Monitors compliance with safety rules on the floor.
Need one that does not exist yet? Build it.
On the Aonami agent marketplace, plant engineers train and publish custom agents on the same core. Deploy what fits in a click, or commission your own.
What makes this different.
We don't ask you to rip out your machines. We deploy agents right on your existing MES, PLCs, and historian so they run offline at the edge when connectivity drops.
Change how your plant operates.
See what predictive maintenance and vision QC look like in production on your floor.