This lesson develops practical capability in Balanced Scorecards, Experiments, Governance, Review, and Improvement within Agile Metrics Micro-Credential (AM-MC). Learners use an agile delivery team replacing vanity metrics with a balanced evidence-based measurement system to connect PMI principles with delivery decisions, evidence, stakeholder expectations, and professional judgment.
The instructor demonstrates balanced scorecards, experiments, governance, review, and improvement by tracing the decision logic, project artifacts, stakeholder inputs, calculations, and evidence. The walkthrough tests how the work is declared complete without reliable performance evidence, lessons, transition, or readiness confirmation and shows how to correct the issue without creating downstream inconsistency.
Conduct a final performance and readiness review for Balanced Scorecards, Experiments, Governance, Review, and Improvement and add the verified result to the agile measurement strategy, metric definitions, dashboard prototype, interpretation guide, and improvement experiment.
Start with the first mismatch between the intended outcome and the available evidence. Check performance, outcomes, transition, lessons, improvement, and readiness separately, then trace dependencies, decisions, calculations, and stakeholder feedback. Treat the assumption that the work is declared complete without reliable performance evidence, lessons, transition, or readiness confirmation as a hypothesis until review or retesting confirms the cause.
Learners can apply Balanced Scorecards, Experiments, Governance, Review, and Improvement, explain the resulting project or professional decision, and support the outcome with a reviewable agile measurement strategy, metric definitions, dashboard prototype, interpretation guide, and improvement experiment.