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EVALUATION

Use fictional examples for early product exploration

Include missing fields, competing interpretations, and a clear expected outcome in the example.

By GenHealthArchive date: 1 min read

Newly prepared for this archive on September 22, 2026. The archive date is an editorial grouping, not an original publication date.

The everyday problem

An early demo is often about understanding workflow fit rather than processing real cases. Fictional examples can expose navigation, output structure, and review behavior without requiring a decision about live information at the outset. They should still reflect realistic operational complexity.

A practical approach

Include missing fields, competing interpretations, and a clear expected outcome in the example. Tell the provider what the example is intended to test. Review sensitive-data use separately through the organization’s established process before moving beyond exploration.

Try this with your team

Write a fictional referral with an intentionally missing detail. Ask the product to organize it and identify the missing information without inventing a replacement.

Keep reading

Keep a healthcare AI evaluation grounded in evidencePreserve context when a conversation changes handsPrepare your team for a connected AI pilot