For healthcare organizations
Clinical Consulting for Healthcare Organizations
Focused physician reviews of how clinical decisions are documented, authorized and carried out — each with a defined question, an agreed work product and a stated boundary.
Two areas of consulting
Clinical review of AI documentation and workflows
Whether AI-assisted notes preserve the clinical meaning of the encounter, and whether the clinician's review step gives a real opportunity to catch a change in certainty, attribution, negation, medication status or treatment intent. Scenario sets, annotated comparisons and workflow reviews for organizations evaluating or deploying ambient documentation.
Clinical governance and care delivery review
Who held clinical decision authority, whether a written policy could actually be carried out, how an order became (or failed to become) an action, and what active care needs to survive a change of operator, pharmacy, management arrangement or EHR.
How consulting assignments differ from litigation reviews
A litigation review asks what happened in a particular patient's care. A consulting assignment asks how a process works — or will work — for every patient who passes through it. The physician's contribution is the same in both: a clinician's reading of what the record, the policy or the workflow means for patient care, kept separate from the legal, financial and technical questions that belong to other professionals.
Each assignment begins with a defined question, such as "Who owns abnormal results that arrive after a covering clinician's shift ends?" or "Do our AI-drafted notes preserve uncertainty in assessments?", and ends with a work product the organization can use: a responsibility map, an order-to-action chronology, a comparison table, a transition risk register, or a short list of practical recommendations supported by the material reviewed.
Grounded in practice
Dr. Gill's consulting draws on community safety-net primary care, where follow-up depends on referrals, results and medication access the clinic does not control; on several years of county jail medical care, where a clinical plan depends on scheduling, transport, pharmacy and custody processes; and on daily clinical documentation in an enterprise EHR with ambient AI drafting. His published analysis of clinical decision ownership and the Healthcare AI dossier, including a long-form analysis of ambient AI documentation and the clinical record, show how he approaches these questions.
Read Clinical Continuity When a Healthcare Organization Changes for an example of the reasoning, or begin with an inquiry.
Questions counsel often ask
Is this a comprehensive audit or accreditation review?
No. Assignments are scoped to a specific clinical process, transition or documentation practice. They do not certify compliance, accredit a program, value a business, interpret contracts or validate software. Findings can inform the work of counsel, accreditation specialists, operations teams or technical experts.
Can a review support a favorable assessment?
Yes. A verified reconciliation, a clinician who clearly owns a queue, a tested escalation route or an AI workflow that preserves uncertainty are findings too. The purpose is to describe what the evidence shows, not to assume a problem.
Have a matter that may fit?
Send a short, non-clinical inquiry naming the parties, forum, dates and question. Conflicts are screened before any records are sent, and every party is offered the same method and terms.
This page describes professional consulting services for attorneys and healthcare organizations. It is not legal advice or medical advice. An inquiry does not create an engagement, an attorney–client relationship or a physician–patient relationship. Opinions are formed only after review of the evidence and may support, limit or contradict the position of the party that requests them. Fees are never contingent on the content of an opinion or the outcome of a matter.