Before release
Define purpose, data, acceptance criteria, limitations, scenario boundaries, human authority, and control responsibilities.
Mission
Make every model-driven risk decision inspectable.
Performance matters. So do context, limitations, policy, authority, evidence, and the ability to explain what changed.
VisibilityContextControl
At the decision
Connect the applicable source, feature, model, score, scenario, policy, action, reviewer, and override.
After the outcome
Monitor performance, drift, incidents, overrides, realized outcomes, changes, and evidence against the applicable version.
Start the first scenario