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Sagar Sharma

Co-Founder & CTO

From Reactive to Predictive Insurance: How AI & ML Models Power Smarter Claims, Underwriting, and Retention

For decades, the general insurance industry has operated on a reactive model. Decisions around claims, underwriting, and customer engagement have largely been driven by historical data, predefined rules, and manual processes. While this approach has supported operational stability, it is no longer sufficient in a market defined by speed, personalization, and rising customer expectations.

How 15+ ML Models & Digital Twin Intelligence Are Redefining Customer 360 in General Insurance

The general insurance industry is undergoing a fundamental shift driven by digital adoption, rising customer expectations, and increasing competitive pressure. Insurers today collect massive volumes of data across policy systems, claims platforms, agent interactions, call centers, and digital touchpoints. Despite this, most organizations continue to struggle with converting this data into meaningful and timely intelligence.