AI Report · Manufacturing & Robotics
AI for Manufacturing & Robotics
Unplanned downtime and manual inspection limit output. Sensors, computer vision and robots move plants toward predictable production.
Readiness
Complexity · High
AI stack deployed
- Computer-vision quality inspection
- Predictive maintenance from machine sensors
- Production monitoring dashboards
- Warehouse robots and pick optimisation
KPIs we track
| Metric | Target |
|---|---|
| Unplanned downtime | ▼ reduce |
| Defect escape rate | ▼ reduce |
| Overall equipment effectiveness | ▲ increase |
| Pick accuracy | ▲ increase |
90-day rollout
Days 1–30Instrument one critical line; baseline downtime.
Days 31–60Vision inspection pilot at one station.
Days 61–90Predictive maintenance alerts; plan robot rollout.
Guardrails
- Safety-certified robotics integration; humans keep stop authority.
- Integrates with SAP / Oracle ERP for work orders.
Recommended starting point
Begin with AI EZY ERP on one workflow, measure against your current baseline for 30 days, then expand using the rollout above.
