Crawford targets outcome-based testing to vet AI, workflow tools before scaling in claims operations
Crawford outlines outcome-based framework for claims technology
Crawford outlined plans to expand an outcome-based framework for adopting claims technology, requiring measurable gains before wider rollout.
The strategy centers on controlled testing outside live operations to isolate impact, validate performance, then scale tools that improve results.
Priorities include efficiency, consistency and customer experience
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.
