Maturity Model
Assess outcomes, not rituals. Score where you are. Target the next level with clear levers.
Dimensions
- Customer outcomes and telemetry
- Flow and release frequency
- Quality and shift-left automation
- Platform and reliability
- Architecture and modularity
- Security and compliance
Levels
- Ad hoc
- Managed
- Predictable
- Outcome-centric
Most orgs cluster ~1.5. Few exceed 3. Targets vary by product line.
Signals and KPIs
Flow
- Deployment frequency
- Lead time
- Change fail rate
Quality
- Defect escape rate
- Test pyramid health
- Security vulnerabilities
Outcome
- Activation and retention
- Time-to-value
- SLO attainment