What your AI stack costs, and what it returns
Seat counts come from each vendor's admin console. Whether the work stuck comes from Adopt. Neither number decides anything on its own — a seat can be open every day and still be the wrong tool for every task that person has.
Seat activity is seeded, not measured. These figures demonstrate the method. Connect a vendor API on Connections and this page recomputes from your own admin data.
63% seat activity, 61% task adoption. Holding steady.
Only 8% of 1100 seats show any activity. 1,013 seats are paid for and untouched.
57% seat activity, 50% task adoption. Holding steady.
73% seat activity, 63% task adoption. Holding steady.
43% seat activity. Holding steady.
66% of seats active and 86% task adoption. This one earns its money.
90% of seats active and 89% task adoption. This one earns its money.
36% seat activity, 83% task adoption. Holding steady.
Tools strong in the same categories. Redundancy in an AI stack hides well, because the products have different names and the same job.
Both strong across 5 categories. The figure is what you currently spend on the pair, not a saving — consolidating would recover part of it, and the Ledger says which of the two the work actually sticks to.
Both strong across 4 categories. The figure is what you currently spend on the pair, not a saving — consolidating would recover part of it, and the Ledger says which of the two the work actually sticks to.
Both strong across 2 categories. The figure is what you currently spend on the pair, not a saving — consolidating would recover part of it, and the Ledger says which of the two the work actually sticks to.
Both strong across 2 categories. The figure is what you currently spend on the pair, not a saving — consolidating would recover part of it, and the Ledger says which of the two the work actually sticks to.
Categories no licensed tool serves well. These are the places work leaves the stack.
Every task category has a capable licensed tool. Where work still leaves the stack, the cause is routing or policy rather than a missing purchase — see Shadow.