1. Purpose and Scope
Claims Governance Institute monitors and evaluates commercial claims automation platforms, machine-learning valuation software, and legal-tech AI tools against established statutory frameworks, including state insurance codes, Unfair Claims Settlement Practices Acts (UCSPA), NAIC Model Regulations, and emerging algorithmic bias legislation.
2. Source-Verification Standards
Our investigations are strictly grounded in verifiable, primary-source documentation:
- Public Marketing and Representations: Quotes, feature claims, and performance assertions are captured directly from publicly accessible vendor websites, product documentation, webinars, and press releases, archived with immutable timestamps.
- Patent Filings and Technical Papers: Where vendors describe algorithmic mechanisms, we cite publicly registered United States Patent and Trademark Office (USPTO) filings and peer-reviewed technical publications.
- Statutory and Regulatory Texts: Every critique is mapped to specific statutes (e.g., California Insurance Code, Texas Insurance Code, New York Insurance Law) and formal bulletins issued by state Departments of Insurance or the National Association of Insurance Commissioners (NAIC).
3. Legal and Constructive Separation
Claims Governance Institute publishes policy commentary, legal analysis, and technology architecture critiques. We do not provide formal legal advice, nor do we accuse individual corporate officers of criminal wrongdoing. Our coverage examines whether software capabilities, as publicly represented, align with state regulatory requirements governing insurance adjusting licensure, bad-faith claims handling, and data privacy.
4. Right of Reply and Correction Policy
We believe in absolute fairness and transparency. Any vendor, insurer, or organization mentioned in our reporting has the right to submit clarifying information, technical rebuttals, or verified corrections. Inquiries, formal statements, and correction requests can be submitted to editor@claimsgovernance.org. Material corrections will be noted clearly at the top of the relevant investigation.
5. Research Independence and Disclosures
Claims Governance Institute is an independent legal and policy research initiative dedicated to advancing regulatory compliance, algorithmic accountability, and consumer protections in insurance claims automation. Research publications, statutory analyses, and vendor audits are conducted independently under established public interest research protocols.