The easy version of the AI conversation is the same everywhere: do today's work faster, or do it with fewer people. That is worth real money, and it is also where most of the discussion stops.
The question we ask across all five units is which entirely new forms of work become possible. A speedup makes an existing job cheaper. A new form of work creates a job nobody was staffed to do, and that is where the patents, the positions, and the companies come from.
Care coordination
A referral system that reads the record, ranks the specialists who can actually take the case, attaches the imaging, and tells the sending clinician what will be asked for next. Nobody had staff for that before, because nobody could read every chart.
Medical devices
A device program where the evidence for a submission assembles itself out of live telemetry as the product runs, so the clinical argument is standing before the study is written. Faster regulatory drafting saves weeks. This changes what a submission is.
Clinical trials
A trial that runs as software: eligibility checked continuously against live records, deviations flagged the hour they happen, and the audit trail assembled while the study runs instead of reconstructed after it.