Depthdata
A governance platform for auditing AI adoption, spend, and cost per outcome
About Depthdata
Depthdata connects the AI tools a company uses to a read-only, governed data model, standardizing AI adoption, spend, and cost per outcome into a single source of truth for finance, IT, and leadership. The platform can connect to administration consoles from vendors including ChatGPT Enterprise, Claude, Copilot, Gemini, and Cursor, preserving a historical record of the full AI usage footprint without touching employee devices or reading prompts. For values that cannot be obtained directly, Depthdata models them from usage signals and samples and provides confidence intervals with the results.
Best for
Best use cases
View enterprise AI tool usage in one place
Audit AI spend and cost per outcome
Connect multiple AI vendor administration consoles
Build historical AI usage records
Features
Read-only connections
Connects to AI vendor administration consoles without installing agents or changing employee workflows.
Unified data model
Standardizes usage, spend, and cost per outcome from each administration console into one governed data model.
Four leadership views
Turns unified data into four management views used weekly by leadership teams.
Transparent modeling
Values that cannot be pulled directly are modeled from usage signals and samples, with confidence intervals included.
Pros
- Read-only design that does not touch employee devices
- No agent installation or workflow changes required
- Covers multiple AI tool administration consoles
- Numerical values that cannot be obtained directly include confidence intervals
Cons
- Some vendor management APIs require the corresponding enterprise or business plan
- Coverage depends on the plans held with each vendor