Product Case Study- III Incomplete requirements aren’t the exception—they’re the baseline.

A healthcare AI product (mammography annotation tool) faced initial adoption failure despite being technically correct, because it didn't align with radiologists' ingrained workflows and expected interaction patterns. This highlights that requirements must be validated against real usage, and workflow mapping, early prototyping, and treating adoption as a product metric are crucial for success.