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From virtual claim assistants to reliable AI operations: why insurance needs unified observability
23 July 2026Virtual claim assistants have become one of the most visible applications of AI in insurance. Yet for many insurers, the bigger challenge is no longer deploying AI, it is to operate it reliably at scale. Anil Soni suggests a framework for connecting technology performance, business outcomes and governance
