The Test Manager’s Guide: From Chaos to Predictable Quality — Part 3: Transition KPIs — Measuring Structural Health

Between Strategy and Stability In Part 1, we diagnosed the chaos. In Part 2, we installed an MVP strategy to create traction. Now comes the dangerous phase. Early wins create confidence. Confidence creates noise. Noise can look like progress. This is where many transformations quietly fail. Not because they lacked action. Because they lacked structural indicators. You don’t measure activity. You measure stability emerging. Activity Is Not Health Most teams track output: Number of test cases Auto