93% of first-line ops time eliminated. 220 tickets per month now resolve autonomously.
A global manufacturer needed first-line cloud operations to run without constant engineering involvement. P2 incidents now close in 9 minutes. The ops team focuses on architecture, not alerts.
- 70h → 5h first-line work per month