The admin burden problem
Physician work is increasingly surrounded by administrative drag: portal messages, lab follow-ups, referral coordination, payer paperwork, CME requirements, and clinical updates. Much of this work is repetitive, but it is not low stakes. The right automation model is assistance with review, not autonomous clinical action.
Best first workflows
- Inbox triage: sort patient portal messages, lab notices, and staff requests into urgency bands for review.
- Referral follow-up: watch referral queues and flag missing consult notes or stalled handoffs.
- Prior authorization prep: collect supporting context and draft checklist-style documentation for staff review.
- CME tracking: monitor requirements, deadlines, certificates, and upcoming educational options.
- Research monitoring: summarize new studies or guideline updates in areas the clinician chooses.
Important boundary: physician agents should prepare, summarize, remind, and route. They should not diagnose, prescribe, submit orders, or message patients as the physician without explicit review and approval.
Why local-first matters in clinical operations
Clinical workflows contain sensitive context. A local-first AI agent gives the practice a better starting posture: run close to approved tools, preserve user authentication boundaries, and keep review steps visible. It also makes it easier to audit what the agent saw and what it produced.
How Nexum fits
The Nexum Physician Pack is designed around narrow, reviewable agents: triage, research, CME, referral, and admin preparation. Each agent should have a defined job, a visible output, and an approval step before patient-facing or operationally binding action.
Implementation checklist
- Pick one high-frequency workflow with measurable admin time.
- Define what the agent can read and what it must never do.
- Create approval rules for any external message or operational action.
- Review outputs weekly until quality and exception handling are predictable.