Procurement is a clinical decision in disguise
When a health system buys an ambient documentation tool or a sepsis prediction model, it is making a decision about how care will be delivered at the bedside. That decision usually happens in a room where the people who will live with it are represented by a single slide.
The result is predictable: tools that perform well in a vendor demo and poorly in a Tuesday afternoon clinic, because nobody in the room could say what a Tuesday afternoon clinic actually looks like.
The questions only a clinician thinks to ask
What population was the model trained on, and how does it compare to ours? A model validated on an academic cohort in one region can behave differently in a community practice with a different payer mix and different baseline prevalence.
How many clicks does it add, and who absorbs them? Time saved for one role is often time transferred to another. If the answer is 'the nurse', that is a staffing decision, not a software feature.
What happens when it is wrong? Every model is wrong sometimes. The governance question is whether the workflow makes the error visible and recoverable, or silently authoritative.
Monitoring is the part that gets skipped
Performance drifts. Populations change, documentation habits change, and a model that was well calibrated at go-live can quietly degrade. Ask who reviews performance after deployment, how often, and what threshold triggers a pause.
Insist that the answer names a person and a cadence. 'The vendor monitors it' is not a governance plan; it is an outsourcing of accountability to the party with the least incentive to report a problem.
How to get in the room
Committee seats are usually filled by whoever volunteers. Ask your chief medical informatics officer or department chair directly, and offer a specific contribution: reviewing validation evidence, or piloting in your own clinic and reporting back with data.
Show up with structure rather than objection. A one-page evaluation scorecard used consistently across vendors will change more decisions than any single strong opinion.
Key takeaways
- Technology purchases are care-delivery decisions and deserve clinical governance.
- Ask about training population, added clicks, failure modes, and post-deployment monitoring.
- Bring a repeatable scorecard rather than a one-time objection.
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How to cite
Vejayan PD. Why Physicians Should Sit on the Technology Committee. On The Beat MD. Published July 29, 2026. Available at: https://www.onthebeatmd.com/insights/physicians-on-the-technology-committee
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This material is educational and is not medical, legal, or financial advice. It does not create a physician-patient or attorney-client relationship.
© 2026 Priya D. Vejayan. All Rights Reserved. Except as permitted by applicable copyright law, reproduction, distribution, or commercial use of original content requires written permission.
