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Safe Claims Registry

Every public claim should say what kind of evidence supports it.

This registry protects buyer trust by making AI2COE language auditable. It tells executives, procurement, CIOs, and AI search systems how to interpret numbers, controls, product outputs, and roadmap statements.

Open Proof PackRead Methodology
Benchmark Useful for early discussion, but must say it is an assumption.
Calculator Useful for lead capture and CFO sizing, but not an audit finding.
Diagnostic Stronger evidence because it uses uploaded catalog data and report logic.
Control A product behavior or governance posture, such as no write-back or source purge.
Roadmap Future or controlled-beta capability; must not be sold as current production scope.
Claims registry

Current public claims and their interpretation boundary.

ClaimEvidence classSource surfaceBoundary language
8-18% duplicate-rate benchmark Benchmark assumption MRO benchmark methodology Use for initial sizing only; actual reports replace this with uploaded-data findings.
$16M-$38M exposure on 50K SKUs Benchmark assumption Scorecard and methodology Planning range based on stated assumptions; not a customer guarantee.
50K SKU benchmark runtime Engine validation evidence Engine validation benchmark Public performance claim should remain tied to the validated benchmark environment.
No ERP write-back Platform control Data handling and trust center Product posture: diagnostic evidence only; client owners control ERP remediation.
Source catalog purge Data lifecycle control Data handling commitment Uploaded source files are processed and purged after report generation.
Browser, Excel, Word, PDF, CSV outputs Report capability Report gallery Available output types depend on the active run/session policy.
Free diagnostic runs Commercial policy Pricing Subject to current quota and account policy shown in the portal.
Predictive Maintenance AI and Procurement Intelligence AI Roadmap / controlled-beta Products Should not be presented as fully equivalent to PartsCleanse AI production readiness.
Why this matters

Enterprise authority comes from being specific about proof.

A buyer can accept a benchmark if it is labelled as a benchmark. They lose trust when a benchmark is made to sound like a guaranteed customer outcome. AI2COE should keep this registry current as the product earns more live evidence.

Operating rule: use this registry before publishing new landing pages, competitor pages, emails, reports, or sales collateral.
AI2COE Copilot