ProofSmith - Independent & Provable - GOVERNED DECISION LINEAGE

Healthcare

On whose authority was that clinical decision taken?

Clinical decision support, prior authorization, triage and documentation are automating. Liability and the standard of care are not.

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The problem

Medicine settled the accountability question a long time ago and settled it on a person. A clinician holds privileges, works to a standard of care, and carries the consequence. Every downstream structure — malpractice, credentialing, peer review, consent — is built on a named human being having decided.

Algorithmic systems now shape decisions across the whole pathway: triage and acuity scoring, diagnostic support, treatment recommendation, coverage and prior authorization, documentation, coding. Each of them influences what happens to a patient. Those systems were built to improve a decision, not to evidence one. A record showing what was proposed, what was accepted, and on whose authority is not a by-product of clinical software. It has to be designed for.

Two audiences arrive later, and neither takes the record on trust. The first is the patient, asking why a decision was made. The second is a court, asking whether the standard of care was met, where the answer depends on distinguishing what the algorithm proposed from what the clinician decided — a distinction the clinical record is seldom built to make at the time.

A patient is entitled to know who decided. That is not a technical requirement. It is the oldest requirement in medicine.

Who the record has to satisfy

Each of them meets the decision after it was made.

A patient asks one question: who decided this, and on what authority? A court asks the same question, under oath.

Where it bites first

Three of the six, in this order.

AI ACCOUNTABILITY

Showing, afterward and to an outsider, which was the algorithm’s proposal and which the clinician’s decision.

AUTHORITY

Showing that an automated determination was inside the authority the organization granted it.

INDEPENDENCE

Giving the patient, the payer and the court a record that does not depend on the vendor's cooperation.

All six →

Other sectors

The demonstration

Built around your problem, not around our example.

An agent proposes, the decision is adjudicated against authority, and anyone you authorize can verify it afterward. Tell us which of the six is costing you, and that is the one we will build.

Start a conversationRead the argument

We are not asking you to trust us. We are asking you to let us prove it.