AI in the clinic
Why we'll never let the AI sign a note
Human-in-the-loop isn't a compliance checkbox, it's the design decision everything else follows from.
8 min read
Telling an exhausted clinician to be more resilient is like telling someone standing in the rain to be drier. The evidence points somewhere else entirely: at the system around them.
What drives it
Research published in Mayo Clinic Proceedings has repeatedly linked physician burnout to clerical burden and time spent in the EHR after hours. Burnout correlates less with the difficulty of medicine and more with the volume of administrative work layered on top of it.
Why that reframes the fix
A Harvard Business Review analysis argues burnout is an organizational failure, not an individual one, which means wellness programs treat the symptom while workflow redesign treats the cause. Reducing the documentation and administrative load is a structural intervention, and it's one software can deliver at scale.
The evidence
Mayo Clinic Proceedings connects EHR clerical burden to measurable burnout. The implication: reduce the busywork, not just the stress. Source: Shanafelt et al., “Relationship Between Clerical Burden and Characteristics of the Electronic Environment With Physician Burnout and Professional Satisfaction”, Mayo Clinic Proceedings, 2016.
You cannot meditate your way out of a broken workflow. You can, however, remove the work that never needed a human in the first place.