Executive Value Realization
Synthetic demo metrics inspired by enterprise delivery patterns — outcomes from Governance, DQ, DataOps, AI Governance, and Reliability.
Incident Reduction
95%
Onboarding Time Reduction
70%
Audit Readiness
92%
PII Protection Rate
99.7%
DQ Improvement
+34%
Cost Optimization
75%
SLA Improvement
99.9%
Reusable Data Products
7
Before vs After
| Metric | Before | After |
|---|---|---|
| Mean Time to Detect | 47m | 3m |
| Mean Time to Resolve | 6h 12m | 11m |
| Pipeline Failures / wk | 38 | 2 |
| Onboarding New Tenant | 6 weeks | 11 days |
| Audit Evidence Lookup | 2 days | <5 min |
| Cost / 1M records | $1.84 | $0.46 |
| Downstream Escalations | Baseline | −45% |
| Usage Leakage | Baseline | −40% |
Risk Reduction by DAMA Area
Data Security62 → 12
Data Quality58 → 18
AI Governance71 → 24
Lifecycle & Retention49 → 17
Metadata Management55 → 22
Business Value by Domain
| Domain | Capability | Uplift |
|---|---|---|
| Customer | Unified 360 powers 14 use cases | +28% campaign ROI |
| Finance | Daily certified mart for Exec/FP&A | −3 day close cycle |
| Risk | Feature set reused across 6 models | 12% lift in detection |
| Claims | Real-time fraud signals | $4.2M leakage prevented (synthetic) |
| Privacy | Consent registry enforced upstream | 0 consent-related incidents |
Compliance Readiness Score
92%
DAMA evidence coverage + audit pack readiness.
Operational Efficiency Trend
Pipeline failures down 95%, MTTR down 96%, onboarding down 70% across the last 4 quarters (synthetic).
Portfolio Demo Narrative
Synthetic metrics inspired by enterprise delivery — 50+ clients supported, 232M+ records protected, 99.9% SLA target, 75% cloud cost optimization.