Regulation — peer-state baseline
NAIC AI Model Bulletin — the peer-state baseline SC DOI will measure against
Adopted December 4, 2023 by the National Association of Insurance Commissioners. Endorsed by 39+ state DOIs across 2024-2026. South Carolina has not formally adopted the Bulletin as of most recent tracking — but the Bulletin's expectations are the peer-state baseline SC DOI examiners will reach for.
What the Bulletin actually says
"Insurers should adopt, implement, and maintain a written program … for the responsible use of AI Systems that make or support decisions related to regulated insurance practices … [including] mechanisms that provide independent review of their AI systems' compliance with legal and internal standards."
NAIC Model Bulletin on the Use of Artificial Intelligence Systems by Insurers, Section 4.2 (adopted December 4, 2023) — independent-validation language
"The Department expects Insurers to test AI Systems for unfairly discriminatory outcomes … and to remediate any such outcomes identified through such testing."
NAIC Model Bulletin, Section 4.3 — unfair-discrimination testing expectation
What this means in plain English (for SC carriers specifically)
Three obligations peer-state DOIs are already writing into exam letters:
- Written AI program. Board-level ownership. Named roles. Documented processes for design, testing, deployment, monitoring.
- Independent validation. A review layer outside the model team + outside the vendor. Vendor self-attestation is not enough.
- Ongoing testing for unfair discrimination. Not a one-time exercise; documented remediation path.
South Carolina's UCSPA, UTPA, rate-regulation, and data-security statutes all already reach the same territory. When SC DOI examiners ask AI questions, the Bulletin is the framework they will use to evaluate answers even if the state has not formally codified it.
What triggers the exposure in the sample
C3 coastal-county SIU-flag rate rose from ~5% to ~19% silently over ~45 days. ZIP inputs and credit-adjacent inputs are common proxies for protected-class characteristics. A 14 percentage-point group-differential in the wrong direction that lands silently is precisely the "unfairly discriminatory outcome" trigger the Bulletin expects insurers to detect + remediate through independent testing. Aggregate-metric monitoring does not satisfy that expectation.
What the $499 Snapshot shows against this rule
- Per-county-group distributional-shape analysis — the "unfair-discrimination testing" evidence
- Independent-verifier declaration — the Section 4.2 independent-validation requirement, on a signed statement
- Documented thresholds + measured differential + severity classification — the audit trail state DOIs expect
- 3 fix-first items scoped to the AI surface — the remediation-path starting point
See the lane-shift chart that produces the finding →
$499 Snapshot. 3 business days.
Independent-verifier determination scoped to your carrier's AI surface + 3 fix-first items + signed declaration.
Buy $499
Snapshot credit applies to Baseline ($2,500) or Enterprise Attestation ($35-55K) upgrade within 30 days.