Current progress and boundaries
Speech transcription, chart summarization, and coding assistance are being tried in some workflows, but hospital systems, specialty terminology, and documentation habits vary widely.
Why it remains difficult
Omitting an allergy or recording events in the wrong order can affect later decisions. Medical records also contain highly sensitive information, so automation must not expand data access unnecessarily.
Paths worth exploring
Start with one department and one document type. Establish field templates, source links, and human confirmation steps, with specific checks for rare expressions, negation, and timelines.
How to evaluate success
Compare preparation time, omissions in key fields, manual edit rates, and source traceability. Confirm that time savings do not come at the cost of record quality.