Video: AI Models Built on Millions of Work Comp Claims Help Predict the Trajectory of Injuries


Interview with Brook Rosenbaum, General Manager, P&C and Workers' Comp Insurance


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Can you predict the path of an injury on day one?

In Workers’ Comp insurance, two claims may look the same at intake but lead to very different outcomes. Some resolve quickly, while others become costly and prolonged.


In this interview, Brook Rosenbaum explains how Gradient's AI models, trained on 10 million+ claims, help insurers spot high-risk cases early and act faster.


What You’ll Learn

  • How AI models work to analyze millions of claims and forecast injury outcomes
  • Why early detection matters for controlling costs and improving recovery
  • Top challenges in Work Comp, from rising medical costs to an aging workforce
  • What’s ahead, as new medical data and AI advances create fresh opportunities


Key Takeaway

By learning from millions of past claims, AI helps insurers focus on the cases that need urgent attention and get workers the right care sooner.