Keep clinical AI from directing care without a clinician
A care-navigation assistant that summarises a chart can quietly cross into recommending a treatment change or messaging a patient. KLA holds the care-affecting action at the Decision Desk until a named clinician confirms it — and seals the record clinical-safety review will replay.
01The line clinical rollout keeps crossing
When summarising quietly becomes directing care
The risk is not whether the model can answer. It is whether a recommendation can change patient care, expose PHI, or trigger a regulated workflow before a clinician ever sees it. That gap — not benchmark accuracy — is what stalls clinical rollout.
Ungoverned: the assistant decides
- 01A care-navigation assistant summarises a patient chart and drafts a discharge plan.
- 02The draft is phrased as a recommendation and pushed to the patient-facing channel.
- 03No clinician confirmed it — and nothing records who was accountable or what context produced it.
Governed: the clinician decides
- 01KLA intercepts the care-affecting action on the execution path, before it commits.
- 02The recommendation is held and routed to a named clinician with the patient-safe context attached.
- 03Only the clinician-approved action is released, and the decision is sealed into execution lineage.
02What KLA holds for a human
Three care-affecting actions that should never commit on their own
Clinical AI is governed by professional accountability and patient safety, not just IT risk. KLA routes each of these decision moments to the right reviewer at the moment of execution.
Routed toNamed clinician, maker-checker before it reaches the patient
What the record provesWho approved it, the patient context reviewed, and the exact approved wording
Routed toLicensed reviewer before the determination issues
What the record provesThe clinical basis for the decision and an appeal-ready record of it
Routed toData Boundaries check, plus a reviewer on PHI egress
What the record provesA minimum-necessary determination and exactly what data left the boundary
03Provable, not promised
The record clinical-safety and quality teams replay
Because the gate sits on the execution path, the proof is a byproduct of the decision — not a report written afterwards. Every governed action carries who reviewed it, what context informed it, and a tamper-evident integrity seal.
Illustrative lineage record
sha256:7c1a…e4b9 · example- Decision
- Discharge-plan change · care-navigation assistant
- Gate
- Held for clinician review (maker-checker)
- Reviewer
- Approved by named clinician · 14:22 UTC
- PHI boundary
- Minimum-necessary enforced; no unapproved egress
- Integrity
- Sealed, offline-verifiable lineage record
Example of what KLA seals on a governed decision — not a record from a customer deployment.
Clinical AI sits inside professional and safety accountability
A care assistant that drifts from drafting into directing care is not a model-quality issue — it is a clinician-accountability and patient-safety issue. The binding pressure comes from clinical governance, professional duty of care, and data-protection obligations over patient data, with the EU AI Act adding human-oversight and record-keeping discipline on top. KLA gives each of those obligations a runtime control point and a record to match.
PHI-aware controls · human oversight · sealed lineage