Healthcare AI Governance & Advisory

Clinician-Led AI Governance
You Can Defend.

Safe AI. Stronger Care. Trusted Outcomes.

From governance frameworks to full AI implementation — AEGIS Health AI Trust Advisors delivers compliance-driven services built for the age of regulated healthcare AI.

MD
Clinical Foundation
AIGP
AI Gov. Certified
CIPP/US
Privacy Law
MBA
Exec. Strategy
AEGIS Health AI Trust Advisors
AI GovernanceFDA SaMD ComplianceHIPAA PrivacyAI ImplementationNIST AI RMFAI Risk RegisterDPIA ServicesExpert WitnessISO/IEC 42001Clinical AI SafetyRetainer AdvisoryEU AI Act AI GovernanceFDA SaMD ComplianceHIPAA PrivacyAI ImplementationNIST AI RMFAI Risk RegisterDPIA ServicesExpert WitnessISO/IEC 42001Clinical AI Safety
MD+
Clinician-Led
Every engagement physician-led
12+
Regulatory Frameworks
FDA · HIPAA · NIST · ISO · EU AI Act
6
Governance Pillars
Compliance through implementation
AIGP
AI Gov. Certified
IAPP-certified practice leadership

The Governance Gap Is Your Liability

AI is embedded in clinical workflows, revenue cycle systems, diagnostic imaging, and patient engagement platforms. Regulators are catching up fast. Most healthcare organizations deploy AI faster than their governance structures can support.

  • The FDA is actively enforcing SaMD classification requirements for clinical AI tools
  • State legislatures are passing AI transparency and accountability laws at record pace
  • HHS and FTC are scrutinizing algorithmic bias and privacy violations in health tech
  • Plaintiffs' attorneys are building AI liability theories in malpractice cases
  • Enterprise payers are adding AI governance requirements to vendor contracts
AEGIS exists to close that gap — before a regulator, auditor, or plaintiff's counsel finds it first.
AI Healthcare Governance Framework — AEGIS AI Trust
Clinical AI GovernanceThe regulatory landscape is evolving rapidly
Regulatory Resources

AI Governance & Compliance Advisory

Structured governance programs protecting your organization from regulatory, legal, and reputational risk — built on frameworks that hold up under audit and litigation. Every engagement is led by a physician with board-level fluency in AI policy and privacy law.

Video Zone 1 — Governance Overview
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AI Governance Framework Design

Build or audit your governance structure: policies, oversight committees, model registers, and escalation pathways aligned to NIST AI RMF and ISO 42001.

NIST AI RMF · ISO 42001 Learn about NIST AI RMF
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Privacy Compliance for AI Systems

Map AI data flows against HIPAA, state privacy laws, and emerging federal frameworks — closing the gaps HIPAA alone does not cover.

HIPAA · CCPA · State Law HHS HIPAA Guidance
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FDA SaMD & Clinical AI Support

Classify, document, and prepare for FDA regulatory pathways including 510(k) considerations, Pre-Submission strategy, and post-market surveillance.

FDA SaMD · 510(k) FDA SaMD Guidance
04
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AI Risk Register & DPIA Services

Conduct Data Protection Impact Assessments and build AI-specific risk registers satisfying internal audit and external regulatory expectations.

DPIA · Risk Register Request a Risk Assessment
05
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Retainer Advisory Services

Ongoing governance counsel — monthly or quarterly — delivering regulatory updates, incident support, and board briefings without full-time overhead.

Monthly · Quarterly View Engagement Models
06
🎓

AI Governance Training

Executive and clinical staff training on responsible AI use, governance obligations, and regulatory requirements in healthcare settings.

Executive · Clinical Staff Inquire About Training

We Don't Just Govern AI —
We Help You Build It Right.

Beyond governance, AEGIS provides end-to-end AI consulting and implementation services — from identifying the right solutions to deploying them safely, compliantly, and effectively.

Our clinical background means we evaluate AI tools through the lens of patient safety, workflow integration, and real-world outcomes — not just technical specifications.

AI-Powered Healthcare Implementation — AEGIS AI Trust
AI ImplementationPhysician-led consulting from strategy to deployment
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AI Strategy & Roadmap

12–24 month AI adoption roadmap aligned with clinical priorities, budget, and regulatory environment.

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Clinical AI Integration

Physician-led change management, training, and outcomes monitoring for AI in care workflows.

🔍

AI Vendor Due Diligence

Evaluate vendors against 40+ clinical, technical, regulatory, and privacy criteria before contract.

📊

Performance & Bias Audits

Post-deployment audits assessing model performance and fairness across patient populations.

AI Implementation Framework — AEGIS Methodology
ASSESS Readiness DESIGN Use Cases SELECT Vendors DEPLOY Safely
1

AI Readiness Assessment

Evaluate technical, clinical, and operational readiness to adopt AI solutions safely.

Foundation
2

Use Case Identification & Prioritization

Define highest-value, lowest-risk AI applications aligned with clinical goals.

Strategy
3

Vendor Evaluation & Selection

Assess vendors against clinical, regulatory, privacy, and interoperability criteria.

Due Diligence
4

Safe Deployment & Governance Integration

Implement with governance controls, bias testing, and compliance checkpoints built in.

Implementation

Built For Organizations at Every Stage of AI Maturity

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Telehealth Platforms

Scaling fast with AI for triage, documentation, and care coordination. Governance protects your license to operate and enterprise contracts.

🏥

Hospital Systems & Health Networks

Enterprise AI deployments and board-level accountability require governance that matches your scale and risk exposure.

🚀

Digital Health Startups

Governance right from the start protects your FDA pathway, investor narrative, and enterprise sales cycle.

🩺

Ambulatory Clinics & Group Practices

Documentation, billing, and scheduling AI carry obligations your EHR vendor will not cover for you.

💻

Health Tech & Adjacent Companies

HIPAA, state privacy law, and AI regulations apply regardless of your role in care delivery.

⚖️

Legal Teams & Outside Counsel

Credentialed clinical-AI expertise for defensible opinions and testimony where medicine, technology, and law converge.

A Credential Set No Other Consultant Brings

AEGIS is not a tech firm that learned healthcare. It is a clinical practice that mastered AI governance. Most consultants approach this from a single direction. Very few have ever carried responsibility for a patient outcome.

MD

Medical Doctor

Clinical training and direct patient care. We understand what AI does inside real healthcare — when it misfires, introduces bias, or creates downstream liability.

MBA

Master of Business Administration

Strategic and operational fluency across boards, CFOs, and executive teams. Governance that gets implemented — not filed away.

AIGP

AI Governance Professional — Certified

IAPP-certified mastery of AI policy, risk, ethics, and global regulatory requirements including EU AI Act, NIST AI RMF, and ISO 42001.

CIPP/US

Certified Information Privacy Professional (U.S.)

The leading U.S. privacy credential from IAPP — HIPAA, federal and state frameworks, FTC jurisdiction.
In Progress · 2026

Dr. Joselyn Arcelin — AEGIS Health AI Trust Advisors
Practice LeadershipMD · MBA · AIGP · CIPP/US
"Governance is not a compliance exercise. It is the architecture of trust between your organization, your patients, and your regulators."
— AEGIS Health AI Trust Advisors
Certifications & Standards Bodies

When the Case Requires a Clinician Who Speaks AI

Legal matters involving AI in clinical settings require a rare combination — deep medical knowledge, regulatory fluency, and command of AI governance frameworks. AEGIS provides that combination.

Our expert witness services are available to plaintiff and defense counsel, healthcare systems, insurers, and regulatory bodies.

Case Review & Analysis

Comprehensive review of AI-related clinical decisions, algorithmic outputs, and governance documentation.

Expert Opinion Drafting

Written expert reports meeting evidentiary standards for regulatory proceedings and civil litigation.

Deposition Preparation

Pre-deposition consultation and testimony preparation for complex AI-clinical nexus matters.

Trial Testimony

In-court testimony grounded in clinical experience, AI governance expertise, and regulatory knowledge.

Engagement Inquiries: Expert witness services are structured on a case-by-case basis. We welcome preliminary consultations with legal counsel to assess case fit and scope prior to formal engagement.
Expertise Coverage by Legal Domain
Clinical AI Causation Analysis95%
Regulatory Standard of Care (AI)92%
FDA SaMD Compliance Assessment90%
HIPAA / Privacy Breach Analysis92%
AI Bias & Algorithmic Harm88%
Video Zone 2 — Expert Witness Overview
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From First Conversation to Full Governance Coverage

1
📞

Discovery Call

A complimentary 30-minute session mapping your AI footprint, governance posture, and regulatory exposure. No commitment required.

Free · 30 Minutes
2
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Governance Assessment

Structured gap analysis against NIST AI RMF, HIPAA, FDA SaMD, and ISO 42001. Delivered as a written findings report with prioritized recommendations.

Written Report
3
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Build & Implement

We design governance frameworks, implement AI solutions, and build the documentation infrastructure tailored to your size and risk profile.

Tailored Deliverables
4
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Ongoing Advisory

Monthly or quarterly retainer for regulatory updates, incident support, board briefings, and governance maintenance as your AI environment evolves.

Retainer Option

Healthcare AI Governance Resources

Practical guidance for healthcare executives navigating AI deployment, regulatory obligations, and governance requirements.

📥 Resource Image 1
Downloadable Guide

Top 10 AI Governance Risks for Telehealth in 2026

A structured risk overview for executives navigating AI deployment and regulatory scrutiny.

📰 Resource Image 2
Article

Is Your Clinical AI a Medical Device? FDA SaMD Primer

A practical guide on FDA SaMD classification and regulatory pathways for health system leaders.

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Article

What HIPAA Doesn't Cover in AI: Privacy Gaps to Close

Where your AI data flows may create exposure your compliance team hasn't addressed yet.

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Executive Guide

NIST AI RMF in Plain English for Healthcare Executives

A board-ready translation of the NIST AI Risk Management Framework for leadership teams.

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Checklist

AI Governance Checklist for Digital Health Startups

20 checkpoints every digital health company should clear before enterprise sales or investor diligence.

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Webinar

AI in the Exam Room: Legal, Clinical & Ethical Boundaries

Clinical AI deployment, physician liability, and emerging governance requirements in depth.

Flexible Models for Every Organization

We structure engagements to meet your organization at its stage of need. All begin with a complimentary discovery call.

📋

Project-Based

Defined scope, clear deliverables, and a structured timeline. Ideal for governance assessments, framework builds, and one-time compliance initiatives.

  • AI governance gap assessment
  • Written findings with prioritized roadmap
  • Policy and governance framework package
  • Executive briefing session
Discuss a Project
RECOMMENDED
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Retainer Advisory

Ongoing access to expert AI governance counsel on a monthly or quarterly basis — for organizations managing active AI deployments and regulatory scrutiny.

  • Ongoing governance and compliance counsel
  • Regulatory landscape updates and briefings
  • AI incident response support
  • Quarterly board-ready governance briefing
  • Implementation oversight as needed
Explore a Retainer
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Expert Witness & Litigation

Case-based engagements for legal matters requiring authoritative clinical-AI expertise. Available to plaintiff and defense counsel, healthcare systems, and insurers.

  • Preliminary case review and scoping
  • Clinical-AI nexus analysis
  • Written expert opinion and report
  • Trial and arbitration testimony
Inquire About Expert Services
All engagements begin with a complimentary 30-minute discovery call.

Let's Talk About Your AI Governance Posture

Whether starting from scratch, shoring up an existing program, or preparing for regulatory scrutiny — AEGIS delivers governance that is clinically grounded, legally defensible, and operationally practical.

Begin with a complimentary 30-minute discovery call. No commitment required.

This form does not create an attorney-client or physician-patient relationship.