See how the agent detects and handles a machine incident in real time — diagnosis, emergency procedure, team alert — in 30 seconds flat.
The Industrial Operations Agent is a Claude agent that monitors production using machine and sensor data: it detects incidents, suggests a diagnosis, triggers the right procedure and alerts the relevant teams. It also helps anticipate breakdowns. Any action that affects the production line requires an operator's approval, under LOOP™.
The agent works with operators, maintenance teams and production managers. It continuously watches what no team can follow by eye, and every decision that affects the line stays with people. It connects to your industrial systems through the MCP protocol and starts with an observation phase before it is trusted with any action.
Data from your machines and sensors (temperatures, pressures, vibrations, throughput), monitoring alerts, incident and intervention history, emergency procedures and maintenance plans. It connects to your existing systems, such as the MES, the CMMS and supervision tools, without replacing them and under your access controls.
It monitors signals continuously and spots drifts before they turn into breakdowns. When an alert fires, it cross-checks the readings against history to suggest a likely cause, finds the right procedure and notifies the right people. It also acts as a memory: it updates procedures based on feedback from interventions.
A diagnosis the operator can read, the procedure to follow, a maintenance ticket already filled in and, for predictive maintenance, a list of equipment to watch with the signals that justify stepping in. What experienced technicians know ends up in the procedures instead of staying in their heads.
Monitoring signals, diagnosing, creating tickets and sending emergency procedures. The agent informs and prepares, without acting on the machines.
Any action that affects production, such as stopping a machine, changing a setting or scheduling an intervention. The operator or line manager approves before it happens.
A risk to people's safety or a situation the agent cannot interpret. It alerts the on-call team immediately and takes no action on its own.
A machine's temperature climbs above normal. The agent identifies the likely cause, sends the emergency procedure to the operator and creates the matching maintenance ticket.
A conveyor's vibrations are slowly increasing. The agent spots the trend before the breakdown and proposes an intervention when it will disrupt production the least.
A technician has found a better way to handle an incident. The agent works that feedback into the procedure, which is reviewed and then shared with every team.
Data from your machines and sensors (temperatures, pressures, vibrations, throughput), monitoring alerts, incident and intervention history, emergency procedures and maintenance plans. It connects to your existing systems, such as the MES, the CMMS and supervision tools, without replacing them and under your access controls.
It monitors signals continuously and spots drifts before they turn into breakdowns. When an alert fires, it cross-checks the readings against history to suggest a likely cause, finds the right procedure and notifies the right people. It also acts as a memory: it updates procedures based on feedback from interventions.
A diagnosis the operator can read, the procedure to follow, a maintenance ticket already filled in and, for predictive maintenance, a list of equipment to watch with the signals that justify stepping in. What experienced technicians know ends up in the procedures instead of staying in their heads.
Monitoring signals, diagnosing, creating tickets and sending emergency procedures. The agent informs and prepares, without acting on the machines.
Any action that affects production, such as stopping a machine, changing a setting or scheduling an intervention. The operator or line manager approves before it happens.
A risk to people's safety or a situation the agent cannot interpret. It alerts the on-call team immediately and takes no action on its own.
Deployed at Michelin, the Industrial Operations Agent monitors 247 machines continuously — incident diagnosis, emergency procedures, predictive maintenance.
30 minutes to validate feasibility on your processes. No slides, no pitch — a concrete conversation.