Equipment health
implementation study.

Evidence & maturity

Production deployed. This study describes the implemented workflow, its outputs and operating limits. Screenshots are implementation examples; no customer endorsement or quantified financial result is claimed.

Implementation

Decode authorized telemetry files into site-owned tables, map machines and event severity, then expose per-machine trends, location and replay with download freshness.

Screenshot from a production system, identifiers altered. It documents an interface, not deployment acceptance or achieved savings.

Documented output

Existing equipment-health screenshots document the event/dashboard workflow. No prevented failure, safety improvement or maintenance saving is asserted.

Validation and limitations

Decoder formats, device mappings and event definitions are checked against site data. DSS device-health monitoring and mapped safety-event hotspots, plus Bridgestone TPMS monitoring in Grafana, are production deployed. This gallery shows the VIMS workflow; customer telemetry feeds are not exposed publicly.