Course path / Lesson 51

Lesson 51: Create an adoption dashboard

A team needs to see whether training is turning into real work samples.

AI ROI and Adoption Metrics

Lesson 1 teaches the concept. Lab 1 creates the result.

Start with safe AI use, then finish a checklist and one safer prompt. Paid access opens saving, progress, completion proof, and the full guided course path.

LearnWhat AI can and cannot do

Understand useful tasks, unsafe data, and human review.

PracticeChoose safe AI tasks

Classify one real task as safe, risky, or blocked.

ResultTeam adoption dashboard plan.

Save the checklist and continue to the next lesson.

OutcomeTeam adoption dashboard plan.

Measure whether AI is saving time, improving quality, reducing rework, or creating unnecessary risk.

WorksheetAI ROI worksheet

Workflow, Current time, AI time, Review time

Proof standardWork sample required

Save dashboard plan and first manager review question.