AI Compliance for 🛡️ Insurance in Pennsylvania

What this means for Insurance in Pennsylvania

Insurance companies in Pennsylvania are navigating the intersection of two accelerating trends: the rapid integration of AI tools into underwriting, claims processing, fraud detection, and actuarial modeling, and a growing body of state law that places direct obligations on businesses that deploy these systems. Whether you automate underwriting decisions or score claims with AI risk models, the regulatory landscape in Pennsylvania has concrete implications for how your business must operate today.

While Pennsylvania does not yet have a dedicated AI law in effect, insurance businesses operating here are not without compliance obligations. Federal statutes — including the ADA and applicable state insurance codes — apply regardless of state law status. If your business serves customers in states with active AI laws, those laws may also reach your operations. Would require clear and conspicuous disclosure of artificial-intelligence-generated content. Passed the PA House in 2024; not yet enacted (reintroduced as HB 95 in the 2025-2026 session).

Within the insurance sector, AI systems commonly scrutinized by regulators include AI underwriting engines, automated claims adjudication systems, telematics data AI, fraud detection platforms, and customer service chatbots. PA regulators have called out AI discrimination in underwriting and claims decisions as areas of elevated concern under HB 1598 (2023-24). Importantly, these requirements apply regardless of whether a business built the AI system internally or purchased it from a third-party vendor — organizations that deploy AI bear compliance responsibility for the systems they use.

The sector risk classification for Insurance is Very High, reflecting the reality that insurance AI that produces disparate impacts by race, gender, or geography violates state insurance codes as well as emerging AI-specific law. AI underwriting faces fairness requirements. Multiple states investigating AI discrimination in insurance pricing. In Pennsylvania, businesses that process policy records, claims data, health information, and third-party data purchases through automated decision systems face the greatest exposure. The law's scope, however, typically captures a broad range of operators — not just large incumbents — so smaller insurance businesses should not assume they are below the regulatory threshold.

The most effective starting point for insurance businesses in Pennsylvania is an AI inventory: a documented list of every AI system in use, the decisions it influences, and whether those decisions affect individuals in ways the law covers. From there, companies typically need written disclosure notices, a designated internal owner for AI compliance, and a regular review cadence to track the technology and regulatory landscape as both continue to evolve. Disclosure and documentation requirements are often achievable in a matter of weeks; technical controls around bias testing and impact assessment require longer runway. Given Pennsylvania's deadline of TBD, the time to begin is now.

Pennsylvania Insurance deep dive

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Anchored to the primary government source (statute, bill text, or agency rule) and verified directly against it · Last verified Jul 11, 2026. See our methodology.

• ↗legis.state.pa.ushttps://www.legis.state.pa.us/cfdocs/billinfo/billinfo.cfm?syear=2023&sind=0&…