Why Simple Audio Transcription Fails in Healthcare: The Need for Clinical Reasoning Engines

Fownd.care
Building AI tools for healthcare is one of the most rewarding spaces in tech right now, but it's also a minefield of unique workflow hurdles. Many developers enter this market thinking that building a helpful medical tool is as simple as combining a standard transcription API wrapper with an LLM prompt to summarize conversation text. However, if you talk to clinicians—especially specialists like physical therapists—you quickly learn that generic audio transcription models are failing them. Here