One model listens to the operation and one risk picture reaches every person who acts on it. Here is how the pieces fit.
Scheduled inspection samples an asset a few times a year. The model reads its vibration, temperature and load signatures continuously, so drift shows up when it starts, not when the calendar comes around.
Every asset on site carries a current failure-risk score. The maintenance plan follows the scores, so crews spend their hours on the machines most likely to stop the operation.
The same findings reach the control room, the weekly report and your own systems through a streaming API. This site ships with an assistant endpoint built on that surface; it activates when an API key is configured.
Live risk picture for the control room and planners.
Branded findings and summaries, written to be scheduled.
Streaming access for your CMMS and your own tooling.
