Are they using it, or just holding a seat?
Seats tell you who could use it. A footprint with no usage is not adoption, and a light user is a question worth asking, not a number to average away.
Answered by real use, not seats
The 360 view.
Your best people are already 10x with AI. This is the screen that shows you who they are, what everyone else is costing you, and how to close the gap.
Running today at
Papaya Global
1,500+ employees
Claude, Cursor, GitHub, Jira, your HRIS
Questions nobody could answer
Every R&D leader buying AI gets asked these. No tool on the stack answers them. Everything below does.
What did that work actually cost?
You can see the AI bill. You cannot see it next to the human cost, or against what that same work used to cost. That is the only form a CFO accepts when you ask for the next budget.
Answered by delivery economics
Is one score fair to every team?
DevOps is not a feature team. A thousand-line migration is not a five-line fix. Org-wide levels flatten all of it, so nobody trusts the score.
Answered by levels by role
What do I do about it on Monday?
A dashboard tells you what happened last month. It does not tell you that half the team went idle, that the prompts are poor, or that the sessions are running long.
Answered by who to act on
The seven screens it runs on
Each one answers a question somebody senior has already asked you. Pick one.
Want this for your org?
Start with one department and the tools you already pay for. The first view worth showing a CFO takes weeks, not quarters.