Admin Analytics

Adoption metrics for active users, completions, prompt practice, tutor usage, submitted use cases, adopted use cases, hours saved, and satisfaction.

Use approved data only. Treat AI output as a draft and verify facts.

Active users

5,120

Cumulative seeded activity

Module completions

840

Learning engagement

Prompt lab attempts

1,800

Hands-on practice

AI tutor conversations

1,080

Beginner coaching

Use cases submitted

26

Workflow discovery

Use cases adopted

16

Impact pipeline

Estimated hours saved

5,880

Synthetic benefit estimate

Satisfaction score

4.4

Average survey rating

Usage Over Time

Completion by Department

Use Case Pipeline

Responsible AI Completion