AI and data help The Doctors Company sharpen its edge

COO Deepika Srivastava on disciplined AI, 50 years of claims data, and keeping humans in the loop

Commercial risk teams are responding with tighter controls, scenario modeling, and broader collaboration across underwriting, claims, and cyber operations.

Leaders continue to prioritize resilience planning while balancing cost, coverage terms, and operational exposure in a changing market cycle.