A practical framework for checking in on AI tools at 3, 6, and 12 months — helping claims teams confirm adoption, prove ROI, and know what to scale.

Only a third of organizations have moved AI past the pilot stage. Here are five reasons claims rollouts stall and the fixes that get teams to actual scale.