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PerspectiveJuly 20263 min read

If it can't survive the exam room, it won't survive procurement

A physician's view on why clinical reality is the real filter for healthcare technology — quantum included.

Every promising healthcare technology eventually meets the same two judges: the clinician who has to use it and the committee that has to pay for it. Quantum is no exception. A model that optimizes utilization review beautifully in a notebook is worthless if it cannot ingest your real data, fit your real workflow, and produce something a reviewer trusts.

This is where a physician's vantage point changes the analysis. I have sat on the clinical side of these decisions. I know which 'efficiencies' quietly create documentation burden, which optimizations break when the data is messy, and which recommendations a medical director will actually stand behind.

The whiteboard is generous. The exam room is not. Build for the exam room.

Grounding quantum ambition in clinical and operational reality is not a limitation on innovation — it is the thing that lets innovation survive contact with the real world.

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