
Release Intelligence
An explainable decision system for critical software releases—turning fragmented readiness evidence into a shared view of confidence, risk, and action.
- Context
- Release decisions depend on evidence scattered across delivery, testing, security, dependencies, and operations.
- My role
- Operating-model designer, product strategist, and program leadership practitioner.
- Approach
- Define the decision, normalize evidence, explain the confidence model, and connect every risk to accountable action.
- Outcome
- A working public reference implementation that demonstrates the complete leadership system.




