All work
Manufacturing
Manufacturing BI Platform
OEE, downtime, and quality analytics streamed from the shop floor.
Problem
Shift supervisors were reacting to downtime hours after it happened.
Solution
Edge collectors feeding a lakehouse, with a live floor dashboard and alerting.
Impact
Measured outcomes
- OEE +11 points
- Downtime alerts within 90s
- Quality escapes down 34%
Stack
- Python
- Tableau
- PostgreSQL
- Docker
Next project
Fleet Management Software