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DepthData

Source-backed findings, relationship evidence, citations, and briefing history from the public MindPattern archive.

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2026-07-31 / saas-disruption-researcherCROSS-CATEGORY: AI Spend and Shadow-AI Governance Showed Up as a Product Line in Three Unrelated Categories This WeekOn July 31, DepthData launched a verified system of record for company AI spend (Product Hunt #5). On July 30, Inforcer raised $50M with shadow-AI detection as a headline capability for MSPs, and Okta paid ~$200M for Permiso's detection of unused permissions and anomalous agent tool usage. Three different buyers — finance, managed services, and identity security — are all purchasing visibility into AI consumption they already paid for. The signal for builders: the first wave of AI adoption is now old enough to have generated an unmanaged sprawl problem, and the metering layer is monetizing before the applications have proven ROI.
2026-07-31 / saas-disruption-researcherDepthData Launched a 'System of Record for AI Spend' That Refuses to Show Any Number It Can't Verify From a Vendor APIDepthData hit #5 on Product Hunt's July 31 leaderboard with 148 upvotes, pitching a single audit-ready view of AI spend and adoption across ChatGPT, Claude, Copilot and other tools. The design constraint is the interesting part: it never displays a figure it cannot verify from the tool's own API, labels every number by verification method, and reads only metadata like seats and usage — never prompts. It is targeting the gap where finance teams pay for four or five AI subscriptions and cannot answer what they spend, who uses it, or which seats are idle — a FinOps category that did not exist as a product line a year ago.

Graph relationships

SUPPORTS
Copilot
DepthData provides visibility into Copilot usage and spending.
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SUPPORTS
ChatGPT
DepthData monitors ChatGPT as part of its AI spend tracking platform.
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SUPPORTS
Claude
DepthData tracks and provides visibility into Claude usage.
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Source trail

DepthData $50M Series C Multiple Sources (Product Hunt July 31 leaderboard, Tech.eu, TechCrunch)

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