Agentic AI is reshaping work across P&C insurance, improving efficiency while quietly disrupting the informal apprenticeship models that have historically built expertise. As automation absorbs foundational roles, insurers must rethink how future talent develops judgment and domain knowledge.

• Traditional entry-level roles once served as informal learning pathways across underwriting, claims, and IT.

• Increased automation risks eliminating these pathways, leading to a long-term knowledge and skills gap.

• This e-book helps insurers redesign learning and apprenticeship models for a sustainable, AI-driven future.