Most organizations have no idea what they're actually spending on AI. Tools get purchased on corporate cards. Developers spin up API keys nobody tracks. Departments buy overlapping subscriptions. By the time the CFO sees the number, 15-30% of it is waste.
Coriven Proof is an AI governance and observability platform purpose-built to solve this problem. It connects to your identity provider (Google Workspace, Entra ID, Okta), your CASB (Zscaler, Netskope, Defender), your expense systems (Brex, Ramp, Concur), and your AI provider billing APIs to build a complete picture of AI usage across your organization.
The platform runs 18 patent-pending waste detection rules against your data — not opinions, systematic rules that find specific dollars: unused licenses, duplicate tools, over-provisioned seats, premium model misuse, shadow AI, renewal waste, budget drift, ungoverned browser extensions, and more. Every finding comes with a dollar amount, evidence strength rating, and recommended action.
What makes Proof different from SaaS management platforms adding AI features:
- Every data point is confidence-tagged as verified, calculated, or estimated (patent-pending)
- Dual scoring rubrics (Waste Finding Score + Opportunity Score) prioritize what to fix first
- OWASP Top 10 for LLM Applications compliance mapping built in
- Shadow AI discovery across 550+ known AI tools in 18 categories
- Developer productivity analytics — cost per commit, model routing, acceptance rates
- Browser extension intelligence — finds AI tools your CASB misses
- Ask Coriven natural language engine — query your AI spend data in plain English
Built for the CISO who needs compliance, the CFO who needs cost control, and the CTO who needs visibility into what their teams are actually using.
