Change record: NAIC adopts the AI Model Bulletin
NAIC adopted its model bulletin on insurer use of AI systems in December 2023.
What changed
NAIC adopted its model bulletin on insurer use of AI systems in December 2023.
This entry preserves the event separately from maintained provider and capability conclusions. A rule, announcement, release, enforcement record, or market transaction can be material before enough evidence exists to revise a company classification or comparison.
Operating consequence
The event changes the maintained authority, ownership, product, portfolio, financial-reporting, or operating context. Buyers should update affected records while keeping announcements separate from configured behavior, implementation, model performance, consumer impact, and claim outcome.
Teams should identify which records, populations, systems, transactions, jurisdictions, products, or decisions fall within the change. Then assign an accountable owner, response date, evidence requirement, and disposition. Broad reassessment is not always necessary, but a material event deserves a documented decision.
Capabilities to revisit
Rating Rules And Premium Calculation
Review the maintained workflow definition, then ask affected organizations to show how this event alters inputs, governed rules, human judgment, exceptions, action, evidence retention, and downstream exchange for rating rules and premium calculation.
Underwriting Intake Triage And Workbench
Review the maintained workflow definition, then ask affected organizations to show how this event alters inputs, governed rules, human judgment, exceptions, action, evidence retention, and downstream exchange for underwriting intake triage and workbench.
Claim Segmentation Assignment And Triage
Review the maintained workflow definition, then ask affected organizations to show how this event alters inputs, governed rules, human judgment, exceptions, action, evidence retention, and downstream exchange for claim segmentation assignment and triage.
Fraud Risk Investigation And Referral Support
Review the maintained workflow definition, then ask affected organizations to show how this event alters inputs, governed rules, human judgment, exceptions, action, evidence retention, and downstream exchange for fraud risk investigation and referral support.
Insurance Data Model Quality And Governance
Review the maintained workflow definition, then ask affected organizations to show how this event alters inputs, governed rules, human judgment, exceptions, action, evidence retention, and downstream exchange for insurance data model quality and governance.
Machine-Assisted Extraction Prediction Or Decision Support
Review the maintained workflow definition, then ask affected organizations to show how this event alters inputs, governed rules, human judgment, exceptions, action, evidence retention, and downstream exchange for machine-assisted extraction prediction or decision support.
Audit Trail Reason Code And Decision Reconstruction
Review the maintained workflow definition, then ask affected organizations to show how this event alters inputs, governed rules, human judgment, exceptions, action, evidence retention, and downstream exchange for audit trail reason code and decision reconstruction.
Questions for operating teams
- Which exact population and effective date does the source establish?
- Does the change alter authority, policy, content, workflow, integration, evidence, or only market positioning?
- What customer-controlled interpretation, configuration, or process remains outside a provider's responsibility?
- What test case would show whether the operational consequence has reached production?
- What record will close, defer, or supersede this review?
Evidence boundary
The source class is Official regulatory association record. It establishes only the statements supported by the linked record and does not, by itself, establish implementation depth, market-wide availability, transaction-specific applicability, independent efficacy, or a universal buyer conclusion.