The insurer’s actual use context and impacts: What must determine whether the tool is suitable for this

Deployment suitability depends on the insurer’s actual purpose, users, claims, workflow, and impacts—not merely vendor performance.

The question

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1. The vendor’s reported benchmark.

   The benchmark is evidence, but its different claim types and workflow limit what it establishes about this deployment.
2. A general legal review of the tool.

   Legal review may be appropriate, but it does not itself assess whether performance and impacts transfer to the insurer’s actual use.
3. A larger vendor demonstration sample.

   A larger sample may strengthen the vendor’s evidence, but different users, claims, or workflows can still make it nonrepresentative of the insurer’s context.
4. The insurer’s actual use context and impacts. ✓

   Suitability depends on the intended purpose, actual users, claim population, affected people, workflow, benefits, costs, and foreseeable impacts in the insurer’s deployment.

How to remember it

Deployment suitability depends on the insurer’s actual purpose, users, claims, workflow, and impacts—not merely vendor performance.

More Understanding How to Govern AI Deployment and Use questions

• Local validation is still required: What evidence gap remains decisive before deployment? →
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• Require audit and information rights covering the deployed: Which requirement is decisive? →
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