Dashboard, for leaders
See what your AI spend actually produced.
Every AI dollar next to the work it bought, team by team.
UAI by teamLast 90 days · 800 people · 5 AI vendors
- Engineering $36,150 451 copilot work items shipped
- Sales $20,671 381 account plans reviewed
- Product $17,109 252 product artifacts linked
- Support $14,266 46 product briefs from repeat tickets ◆ Workflow worth spreading
- Finance $9,731 131 reporting artifacts reviewed
- People ops $7,736 91 onboarding plans
- Legal $7,017 82 contract review briefs
Synthetic example company. Spend is attributed by team; work is what the connected systems can link to it.
Every AI dollar, one view.
Seats, APIs, infrastructure, and the subscriptions people expense on their own.
Every AI dollar$186,420
-
AnthropicClaude seats, Max, API $62,400 -
MicrosoftCopilot seats, Azure OpenAI $56,100 -
OpenAIChatGPT seats, API $37,920 - Open modelsMistral, DeepSeek, routed $18,000
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GoogleGemini seats, Vertex $12,000
Synthetic example · seats, APIs, infrastructure, and expensed subscriptions
See who's actually using it.
Adoption by team, so licenses and training go where they matter.
AI performance
How is AI performing across the company?
$186,420AI spend · +31%
76%employees active · 566 people
82%work with linked evidence
Adoption by team
Engineering 96%
Sales 81%
Product 92%
Support 76%
Finance 69%
Support's repeat-ticket workflow is spreadingAdopted by 3 teams · 46 product briefs accepted
Ready for wider rollout Know what's still unknown.
Every number shows its evidence. Gaps stay visible instead of turning into zeros.
See it in the demo →82%of work has evidence behind it
- Exact match1,290
- Clear link2,324
- Likely421
- Unknown346
Synthetic example · unknowns stay unknown, never counted as zero