aptura - Policy, Coverage & Regulatory Compliance Expert for AI Research Project

• Design realistic policy, coverage, and compliance tasks: policy interpretation, endorsement analysis, coverage determinations, form reviews, and regulatory compliance assessments without clean answers. • Write evaluation rubrics that reflect how experienced coverage and compliance professionals reason through policy language, exclusions, endorsements, regulatory requirements, and filing standards. • Review AI-generated coverage analyses, policy interpretations, compliance assessments, and form recommendations, identifying where models misread policy language, overlook endorsements, or propose non-compliant solutions. • Build reference coverage opinions, policy review materials, and compliance frameworks that set the benchmark models for testing. • Communicate coverage determinations, compliance assessments, and rationale clearly in writing. • How Engagements Work • Fully remote, part-time, and flexible. Work is scoped by project and ranges from short engagements to ongoing collaborations, structured as a contract or a monthly retainer. • You May Be A Good Fit If: • 5–8+ years in insurance coverage, policy wording, product development, forms management, or regulatory compliance. • You’ve drafted, reviewed, interpreted, or approved policy language, endorsements, forms, or regulatory filings that had to withstand legal, regulatory, or commercial scrutiny. • CPCU, ARM, JD, ACII / FCII, or equivalent (preferred, not required). • You can explain why a policy responds — or does not respond — clearly enough to teach the reasoning, not just the outcome.