Operational Efficiency
| Metric | Before | After | Improvement |
|---|---|---|---|
| Time to provision AI access | 2 weeks | 5 minutes | 99.7% |
| Audit preparation time | 40 hours | 2 hours | 95% |
| Incident investigation | 8 hours | 15 minutes | 97% |
| Cost allocation accuracy | 20% | 100% | 5x |
DocsDocs| Metric | Before | After | Improvement |
|---|---|---|---|
| Time to provision AI access | 2 weeks | 5 minutes | 99.7% |
| Audit preparation time | 40 hours | 2 hours | 95% |
| Incident investigation | 8 hours | 15 minutes | 97% |
| Cost allocation accuracy | 20% | 100% | 5x |