What is a Proof Snapshot?
A complete audit of your AI spend and governance posture. We identify every AI tool in your organization, score them across 6 risk dimensions, map OWASP GenAI compliance, detect waste using 7 systematic rules, and deliver a board-ready report -- all within 5 business days. Every number is tagged verified, calculated, or estimated.
How does Coriven Proof find AI tools we don't know about?
Our 550+ tool registry matches against your existing SSO, network, and expense data. We integrate with Microsoft Entra, Okta, Google Workspace, and network security tools (Zscaler, Netskope, Palo Alto) to detect shadow AI. We find what your team is actually using -- not just what IT approved.
What do you mean by "confidence-tagged numbers"?
Every number in Coriven Proof carries a tag: verified (confirmed from invoices or API data), calculated (derived from usage metrics), or estimated (approximated from benchmarks). Your CFO and board know exactly how much to trust each figure. No inflated ROI. No black-box analytics.
How is Coriven Proof different from SaaS management platforms?
SaaS management platforms track your entire software portfolio. We go deeper on AI specifically: OWASP GenAI compliance scoring, 8 waste detection rules with dual scoring, per-developer Claude Code analytics, AI governance policy generation, incident response playbooks, and SHA-256 evidence-chain audit trails -- all backed by 7 patent filings.
What does the OWASP compliance assessment cover?
We score your organization against all 10 risks in the OWASP Top 10 for LLM Applications: prompt injection, data leakage, supply chain vulnerabilities, data poisoning, improper output handling, excessive agency, system prompt leakage, RAG poisoning, hallucination, and unbounded consumption. Each risk gets a score, affected tools, and remediation steps.
Do you access our actual AI conversations or prompts?
No. Coriven Proof captures metadata only -- tool names, usage frequency, cost, token counts, user attribution. We never access prompt content, conversation history, or generated outputs. Your data stays yours.
What if the audit doesn't find enough to justify the sprint?
We'll tell you. We'd rather give you an honest assessment and walk away than sell a sprint that won't produce real value. The audit itself still has value -- you'll know exactly where your operations stand.
How much of my team's time does this take?
4-5 hours total across 4 weeks. That's a few interviews in Week 1, a review session in Week 2, and training in Week 4. We do the heavy lifting.
Do you replace our existing tools?
No. We work with what you already have. Most of our automations connect the systems you're already using -- we eliminate the manual work between them.
What if the ROI isn't there at 90 days?
We document it honestly. Every number we report is tagged [measured], [estimated], or [projected]. We never inflate results. If something underperformed, we explain why and what to adjust.
Can you work with companies outside the listed industries?
Yes. The patterns we fix -- manual data entry, broken handoffs, approval bottlenecks -- exist in every operationally complex business. If you have 20+ employees and manual processes eating time, we can probably help.
What happens after the 90-day follow-up?
The automations are yours. Documentation is yours. Your team is trained. Many clients continue on a retainer for additional optimization, but it's not required.
