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Coriven Proof
Find the 15-30% AI waste hiding in your org's spend
Enterprise AI governance and observability platform. Connects to your SSO, CASB, and expense systems to discover every AI tool in use — sanctioned or not. Runs 18 patent-pending waste detection rules to find hidden spend with dollar recovery estimates. Maps OWASP Top 10 for LLM compliance gaps. Tracks developer productivity by task type and model cost. Every data point confidence-tagged as Verified, Calculated, or Estimated. No black box. Built for the CISO, CFO, and CTO who need proof.
Hey Product Hunt — I'm Michael, founder of Coriven.
I built Proof because I kept seeing the same problem: companies adopting AI tools aggressively but having zero visibility into what they were spending, what was wasted, and what was a compliance risk. The CFO sees a growing line item. The CISO doesn't know which AI tools have access to company data. Engineering has three overlapping AI subscriptions per developer. Nobody has the full picture.
Proof connects to identity providers, CASBs, expense systems, and AI provider APIs to build that full picture. Then it runs 18 waste detection rules I designed specifically for AI spend patterns — not generic SaaS rules bolted onto an existing platform.
The thing I'm most proud of technically: every single data point is confidence-tagged as verified, calculated, or estimated. When you show a board a number, they should know whether it came from an API or a model. No other platform does this.
We're finding 15-30% recoverable waste in every organization we assess. For a company spending $1M/year on AI, that's $150K-$300K back — and the platform costs a fraction of that.
Would love feedback on the approach. Happy to answer any questions about the technical architecture or how the waste rules work.
About Coriven Proof on Product Hunt
“Find the 15-30% AI waste hiding in your org's spend”
Coriven Proof was submitted on Product Hunt and earned 3 upvotes and 1 comments, placing #52 on the daily leaderboard. Enterprise AI governance and observability platform. Connects to your SSO, CASB, and expense systems to discover every AI tool in use — sanctioned or not. Runs 18 patent-pending waste detection rules to find hidden spend with dollar recovery estimates. Maps OWASP Top 10 for LLM compliance gaps. Tracks developer productivity by task type and model cost. Every data point confidence-tagged as Verified, Calculated, or Estimated. No black box. Built for the CISO, CFO, and CTO who need proof.
On the analytics side, Coriven Proof competes within Analytics, SaaS and Artificial Intelligence — topics that collectively have 683.4k followers on Product Hunt. The dashboard above tracks how Coriven Proof performed against the three products that launched closest to it on the same day.
Who hunted Coriven Proof?
Coriven Proof was hunted by Michael Starks. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
For a complete overview of Coriven Proof including community comment highlights and product details, visit the product overview.
Michael Starks