AB-731 Lesson 4: Measure Value, Scale Adoption, and Build the Roadmap

Topics Covered

• Pilot delivery, measurement, benefits realization, and continuous learning
• Transformation roadmap, scaling decisions, and executive action plan
• Performance, reliability, usability, adoption, and cost considerations
• Scenario review, certification alignment, validation, and improvement planning

Practical Activity

Review a complete solution or organizational scenario and produce a prioritized validation and improvement plan.

• Document assumptions, selected features or services, and expected outcomes.
• Record validation evidence, risks, and any corrective actions.
• Summarize the decision in a reusable implementation or adoption note.

Lesson Outcome

Learners can explain and apply the lesson topics within a realistic AB-731 scenario.