Understand useful tasks, unsafe data, and human review.
Course path / Lesson 50
Lesson 50: Estimate ROI without hype
A business wants to know if AI is actually helping.
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.
Classify one real task as safe, risky, or blocked.
Save the checklist and continue to the next lesson.
Measure whether AI is saving time, improving quality, reducing rework, or creating unnecessary risk.
Workflow, Current time, AI time, Review time
Save the ROI note and the metric to check after two weeks.