AI Claims Triage

Claim triage -- the art of routing the right claim to the right resource at the right speed -- has always been a manual judgment call. AI is changing that calculus.

Modern triage models can assess complexity, fraud probability, litigation propensity, and settlement range within seconds of FNOL, using structured and unstructured data simultaneously. The adjuster still makes the final call, but they start from a much better position.

The operations that have moved earliest on AI-assisted triage are reporting material reductions in average cycle time for low-complexity claims. That speed improvement flows directly into customer satisfaction and LAE reduction.

The caution worth noting: AI triage is only as good as the training data and the governance around it. Carriers that rush deployment without bias audits and human-in-the-loop checkpoints are taking on model risk they may not fully understand.