Generative AI
Generative models draft the maintenance action.
Generative AI writes the maintenance action. Health models rank the asset, then a language model drafts the failure note, the likely mode, and the work the technician runs.
Resonara is a machine-learning system for uptime. Health models read vibration and acoustic streams, rank the assets likely to fail, and write the maintenance action.
What the models run
- Vibration, acoustic — Signal families
- Per asset, per hour — Health score
- Bearing, alignment — Failure modes modeled
- Same shift — Action written