Healthcare AI governance for the people accountable for it.
Establish defensible oversight of AI tools that touch patient data, clinical workflows, and covered entity obligations. Know what's deployed, who approved it, and whether it meets the standard of care your organization has committed to.
Four parts of one governance layer
Policy enforcement
Define what AI can and cannot do inside your organization. Set boundaries on data handling, model use, and decision authority, and enforce them across systems, vendors, and teams.
Transparency and traceability
Know which AI tools are in use, what data they touch, and who approved them. Create an inventory your legal team can stand behind and your auditors can verify.
Evidence generation
Produce the documentation regulators, insurers, and boards require: risk assessments, governance decisions, control attestations, and audit-ready records generated continuously, not assembled under pressure.
Risk-aware operations
Identify where AI introduces liability before it surfaces as an incident. Reduce the operational and legal exposure that comes from ungoverned AI use at scale.
Healthcare is where we started
The problems are the same everywhere trust and accountability are non-negotiable. In healthcare they arrive with patient data attached.
HHS has signaled that AI use touching patient data carries existing HIPAA obligations. State-level AI legislation is accelerating, and the EU AI Act is in effect. The organizations that move early have a structural advantage.
Employees, vendors, and agents are already using AI
Employees are using AI tools. Vendors are embedding AI into products you've already contracted. Agents are making decisions that touch patient data, financial records, and legal exposure, often without a policy, an audit trail, or a clear owner.
Control Layer is built for compliance, legal, and privacy leaders. No engineering team is required to get started.
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Ready to talk about AI governance at your organization?
We work with compliance leaders, legal teams, and privacy officers in regulated industries. No pitch deck. No demo environment. A direct conversation about where you are.