Healthcare
Governed Health Data & AI
Mission impact
In healthcare, the measure of any platform is whether it improves outcomes without placing protected information at risk. By keeping patient data sovereign, auditable, and governed inside the organization's own boundary — and by delivering AI-driven insight through private models rather than third-party services — we allow providers, payers, and health agencies to modernize without gambling with PHI. Clinical and operational teams gain the benefit of modern analytics, compliance teams gain evidence rather than assertions, and the institution can demonstrate to patients and regulators exactly how sensitive data is governed.
Healthcare organizations sit on some of the most sensitive data in existence — and the most promising opportunities for AI to improve outcomes. The hard part is doing both at once. Wilkes & Liberty is a company of forward-deployed engineers for that problem: we build governed AI and sovereign data platforms directly on infrastructure the organization controls, and leave behind systems compliance teams can actually defend to patients and regulators.
The failure mode we close
Providers, payers, and health agencies must protect PHI under HIPAA and related mandates, wrestle with legacy and poorly integrated systems, and resist the temptation to feed patient data into third-party AI models. The value of AI is clear; the risk of exposing protected data is unacceptable — and compliance evidence assembled after the fact doesn't satisfy an auditor who wants to see it enforced, not asserted.
What we deliver
- Sovereign health data platforms — Private Infrastructure engineering manages and integrates sensitive health data inside your own boundary, with full auditability.
- Private, governed AI over PHI — AI Governance & MCP Integration puts field-level redaction, attribution, and audit between AI systems and patient data, so PHI never leaves your control.
- Secure content, search, and identity — Enterprise Content Management delivers headless content, knowledge search, and zero-trust access across the organization.
- Evidence for every review — Compliance & Security Governance converts residency controls and access governance into the documentation enterprise security reviews and auditors actually ask for.
Built for HIPAA and SOC 2
Isolated, encrypted data infrastructure and access governance are the starting constraints, not an afterthought layered on later. Every system we deliver is auditable end to end, so the organization can demonstrate exactly how PHI is governed and where it can and cannot go — the standard patient trust and regulators demand, not just an assertion.
Engagement path
Start with the AI & Sovereignty Readiness Assessment to map PHI exposure, AI governance gaps, and compliance posture against your organization's actual environment. Ready to move on a specific system? Open a ticket — structured intake (problem, systems, constraints, desired outcome) lands in our private queue and triages into assessment, implementation, or managed ops.
Sovereignty features
PHI and clinical data stay inside your own boundary — no patient record, model, or finished insight routed through a third-party AI service. Compute, identity, and telemetry answer to the organization's authority, with residency controls and access governance that produce audit evidence continuously rather than as a pre-review scramble. The same architecture satisfies HIPAA and SOC 2 expectations without depending on a vendor's compliance posture standing in for your own.