NAIC instrument

Exhibit D: data & bias

Exhibit D, data details: data lineage, proxy variables, and the testing records regulators expect to see.

2 guides · 0 briefs

The curated map How AI Governance Works in Insurance

Guides & analysis

Model Data Documentation for NAIC Exhibit D

AI Governance · Prove PLAYBOOK

Model Data Documentation for NAIC Exhibit D

A playbook for insurers preparing NAIC Exhibit D responses: document the 25 data elements, show internal and third-party sources, and close the data gap before the exam.

JUL 31, 2026 · 11 min read