Healthcare AI is where governance failure becomes patient harm, hospital procurement delay, board exposure, and regulatory scrutiny at the same time. This audit gives you an independent deployment recommendation before your clinical decision support, diagnostic, or triage system goes live.
They want a signed answer to a harder question: can this system be deployed responsibly into a clinical environment, and what evidence supports that answer?
The generic launch audit is adapted to healthcare reality: clinical workflow, patient-risk impact, subgroup performance, SaMD-adjacent evidence expectations, and human oversight that actually works under clinical pressure.
Where can the system create harmful false positives, false negatives, delayed intervention, or unsafe escalation logic in real clinical workflow?
How does performance vary across patient cohorts, demographics, sites, and clinical contexts relevant to real deployment?
Can clinicians interpret the output, challenge it, override it, and document that intervention path consistently?
Does the system know when it should defer? Are thresholds calibrated to clinical stakes rather than benchmark vanity metrics?
EU AI Act classification, traceability, logging, oversight, and documentation gaps relative to healthcare deployment reality.
We convert the technical review into a board-readable recommendation and procurement-supporting evidence pack.
We establish exactly what the system does, in which clinical context, for whom, and under what decision authority.
We review validation evidence, subgroup performance, thresholds, confidence behavior, and the clinical meaning of observed failure modes.
We assess whether human oversight is real or nominal: who intervenes, when, and what happens when the system is uncertain or wrong.
You receive a clear recommendation and, if needed, the shortest defensible path from no-go to conditional go or full go.
Send the system name, intended clinical use, target launch date, and whether hospital procurement or board approval is in play. We will confirm scope and availability within one business day.