National Law Review
6/28/2026

The original title is: "AI in Insurance: The Real Test Is Readiness, Not Technology"
Original: AI in Insurance: The Real Test Is Readiness, Not Technology
Short summary
As insurers move from 'should we use AI?' to 'is this pilot ready to scale?', success depends on organizational readiness, not technology. Organizations must align business outcomes, workflow design, governance frameworks (clarifying whether AI decides vs. recommends), and regulatory expectations. Teams embedding AI into core workflows and measuring user trust outpace those who scale without governance structures in place.
- •Scaling AI success hinges on organizational readiness and workflow alignment, not technical novelty
- •Clear governance is essential: define AI's role (deciding, recommending, summarizing, or accelerating work)
- •Embed AI into core workflows with measurement of user trust and override rates before enterprise rollout
Generated with AI, which can make mistakes.
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