Healthcare AI Consulting Services for Regulated Deployments

EnactOn's healthcare AI consulting starts from a regulatory question a generic AI consultant rarely asks, whether the use case qualifies as a Software as a Medical Device, since that determination changes the entire validation and evidence timeline before any build begins.

EnactOn assesses your use case against the FDA's Software as a Medical Device framework and the IMDRF's clinical evaluation criteria, since a tool that drives or informs a clinical decision is treated very differently from one that only automates back-office work.

EnactOn plans validation around the real three-part framework regulators use: valid clinical association between the tool's output and the condition it addresses, analytical validation that the software processes data accurately, and clinical validation that using it actually achieves the intended outcome in your target population.

Yes, EnactOn builds subgroup and bias testing into the validation plan from the start, since a model that performs well on average but poorly for a specific patient population is a real clinical and regulatory risk.

EnactOn designs a real clinical oversight model specifying exactly where and how a clinician reviews an AI output before it reaches a patient, since regulators and clinical safety both depend on that oversight being genuine, not a checkbox added after the fact.

EnactOn recommends asking a potential partner how they determine SaMD classification, how they structure clinical validation evidence, and how they handle post-market monitoring once a tool is live, since a vague answer to any of these three is a sign they consult on AI in general, not healthcare AI specifically.

It depends on whether you serve or plan to serve EU patients or partners, since the EU AI Act classifies healthcare AI as high-risk by default and imposes real requirements around data governance, transparency, and human oversight that go beyond FDA expectations alone.

Yes, and when the assessment points toward building, we prefer to carry it forward ourselves, since a regulatory-aware plan does not survive well when handed off to a different vendor who has to relearn your risk profile from scratch.

Both, EnactOn advises on a rough idea before a use case is fully scoped and also brings an existing AI tool that was built without regulatory awareness into a real compliance and validation plan.

EnactOn engagements start from $6,000. A focused use case and ROI assessment typically lands between $6,000 and $12,000, while a full strategy and validation plan usually runs $20,000 to $45,000 depending on scope.