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Rivac Labs
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DepthData — AI Spend Intelligence Dashboard

Unifies AI tool usage and spend data across a company's entire stack into one audit-ready dashboard with defensible, confidence-labeled metrics.

Delivered and in production use.

depthdata.app
Screenshot of the DepthData website

What We're Building

The full scope of this engagement

  • The vendor-API ingestion layer connecting to ChatGPT Enterprise, Claude, Copilot, Gemini, and other admin APIs

  • The identity-join pipeline reconciling users across AI tools and work-output systems into one record

  • The cost-per-outcome scoring engine with its Measured / Derived / Modelled confidence labeling

  • The board-ready reporting layer with exportable, audit-ready dashboards

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