Vision AI Predictive Maintenance for Manufacturing
Manufacturing — Sudden equipment breakdowns were costing $12M a year in lost production time Results: Less Downtime 75%, Defects 85% fewer, Savings…
Client: Diversified Manufacturing Group. Sector: Manufacturing.
The challenge: Sudden equipment breakdowns were costing $12M a year in lost production time
What we built: Analysis of camera images and sensor readings to predict maintenance needs and catch defects
Tech used: Computer Use API, YOLOv8, TimescaleDB.
- Less Downtime: 75%
- Defects: 85% fewer
- Savings: $8M/year
- Equipment Life: +30%