Retail equipment reliability
Connected machine events, service history, POS and app signals, and operational reporting paths for distributed laundromat operations. The result was not a dashboard demo; it was a reliability loop operators could act on.
- Business result: 15% downtime reduction
- Stack: Databricks, predictive analytics, data modeling
- Users: operations, maintenance, leadership