Crawford targets outcome-based testing to vet AI, workflow tools before scaling in claims operations

PUBT · 1d ago
Crawford targets outcome-based testing to vet AI, workflow tools before scaling in claims operations
  • Crawford outlined plans to expand an outcome-based framework for adopting claims technology, requiring measurable gains before wider rollout.
  • Strategy centers on controlled testing outside live operations to isolate impact, validate performance, then scale tools that improve results.
  • Priorities include lowering loss costs, lifting efficiency, strengthening execution, and improving consistency of the customer experience.
  • Client collaboration will be used in some evaluations to align new capabilities with operating constraints and deliver measurable value.
  • AI development will follow the same standards, targeting practical, reliable deployments tied to long-term claims performance.


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