Every number is tagged verified, calculated, or estimated. We don't publish projections as results.
Coriven Proof
Coriven ProofProperty Management
National Property Management Group
2,400-employee property management company spending $287K/month on AI tools across 7 departments. Coriven Proof identified $153K in annual recoverable waste — 53% of total AI spend — within 5 business days.
$153K
waste identified/yr verified
28
AI tools discovered
5.2x
ROI on Snapshot
Key findings: 86 unused Copilot seats ($41K/yr), 3 duplicate AI writing tools ($18K/yr), premium model usage where standard would suffice ($23K/yr). OWASP compliance score improved from 42 to 71 within 30 days.
800-employee wealth management firm with $142K/month in AI spend. No visibility into which tools were approved, which were shadow IT, or whether any produced measurable value. CISO needed OWASP compliance evidence for SOC2 audit.
$89K
waste identified/yr verified
14
shadow AI tools found
68/100
governance score
Proof Snapshot revealed 14 unapproved AI tools across compliance and advisory teams — 6 processing client PII without data processing agreements. Generated OWASP compliance report and AI governance policy used in SOC2 evidence package.
350-employee SaaS company spending $68K/month on AI — primarily Claude Code and GitHub Copilot for engineering, plus ChatGPT Enterprise across all departments. CFO needed per-developer cost attribution to justify the investment to the board.
$47K
waste identified/yr calculated
42%
Copilot seats unused
3.8x
ROI on Snapshot
Claude Code analytics revealed top 5 developers produced 73% of AI-assisted commits. 42% of Copilot licenses showed zero activity in 60 days. Board report auto-generated with confidence-tagged numbers — every figure sourced.
1,800-employee healthcare system across 12 facilities. CISO flagged AI tools processing PHI without BAAs. Needed immediate AI tool inventory, HIPAA risk assessment, and governance policy before regulatory audit.
$112K
waste identified/yr verified
8
HIPAA violations flagged
35→72
OWASP score improvement
Proof discovered 8 AI tools processing PHI without BAAs across clinical and administrative departments. Incident response playbooks activated for 3 critical findings. Auto-generated governance policy and OWASP assessment used as regulatory evidence.
45-employee regional logistics company. Eliminated triple data entry, automated customer notifications, and recovered 52+ hours/week across dispatch, CS, and sales.