AI & Machine Learning

Enterprise AI adoption will shift from grassroots experimentation to top-down mandates as investors demand returns on trillion-dollar infrastructure bets.

AI can provide a huge boost to insurance agents on account planning, product and service knowledge, and sales skill.

As AI scales, insurers relying on sampling to audit AI decisions may be kidding themselves.

Auto and trucking litigation now drives 33% of carrier spending as nuclear verdicts climb, demanding proactive management over reactive response.

Generic AI can summarize and extract data, but vertical AI is needed to provide the context and governance required by high-stakes decisions.

Life insurers carry decades-long risk locked in contracts they can't revise, yet lack systems to continuously test the assumptions beneath them.

AI-enabled decision intelligence helps insurers integrate fragmented enterprise data before reserve surprises become $500 million problems.

As insurers race to deploy AI, the real competitive edge lies in building non-AI governance systems that ensure accountability and regulatory defensibility.