Forecast vibration failure. Plan the maintenance.
Drop in a short vibration sample — a WAV from a triaxial accelerometer or a CSV time-series — and the model classifies the asset, scores its current health, and projects weeks to failure. The same screen links you into the catalog for a replacement when one is recommended.
What you get back
01WAV or CSV in
Drag in a short WAV or a numeric CSV time-series. The agent reads peaks, harmonics, and sidebands — no engineer-in-the-loop.
02Asset + health
The model names the asset (bearing, motor, fan, pump) and a 0..1 health score so the team sees the same picture.
03Weeks to failure
A projected failure window plus the next operator-level action — align maintenance windows before the breakdown.
04Cross-reference
Suggested replacement MPNs link straight into the Specsmith catalog so the part is sourced in the same workflow.