Topic
Waste and recovery
Jul 15, 2026 · 5 min read
The hidden cost of idle AI seats — and how to find them in an afternoon
Idle AI seats run to roughly a tenth or a fifth of the bill. How to price them at the rate you really pay, and find them across every vendor in an afternoon.
Jul 13, 2026 · 6 min read
How to find unused GitHub Copilot licenses
A by-hand method for checking Copilot seats: where the billed list lives, what use data GitHub shows, the cut-offs to use, and the traps that inflate it.
Jul 9, 2026 · 6 min read
Do you need both Copilot and Cursor?
A neutral way to decide whether to run GitHub Copilot and Cursor together, plus the seat-list join that shows which overlapping seats are dead weight.
Jun 12, 2026 · 6 min read
What good AI seat utilization actually looks like
Where the 85% and 60% AI seat use cut-offs come from, the gap between touched and really used, and what the finding becomes once yours is healthy.
Jun 6, 2026 · 7 min read
Finding shadow AI spend on the company card
Shadow AI is a spending problem before it is a security problem. How to find it in card data, sign-in logs and expense lines, and what to do with each hit.