VNDRIQ Framework

Healthcare AI Governance Framework

A practical framework for evaluating AI vendors, managing HIPAA risk, documenting approvals, and building safer AI adoption processes across healthcare organizations.

The Challenge

Why Healthcare AI Governance Matters

Healthcare organizations are adopting AI faster than governance frameworks can keep pace. Ambient scribes, clinical decision support tools, AI chatbots, and automated billing systems are entering workflows — often without formal risk review, BAA documentation, or compliance sign-off.

Without a structured governance framework, organizations face HIPAA exposure from vendors that train on patient data, process PHI without a BAA, or introduce AI outputs into clinical workflows without human oversight.

Common Governance Gaps

  • AI tools deployed without compliance review
  • Missing or unsigned BAAs for PHI-handling vendors
  • No policy on AI training data usage
  • Unreviewed consumer AI tools in clinical workflows
  • No recurring vendor review schedule
  • Vendor approval not documented or versioned

Governance Model

Core Governance Pillars

Vendor Discovery & Inventory

Identify all AI tools in use across the organization — clinical, operational, and administrative — and document their function, vendor, and data access.

HIPAA Risk Classification

Classify each vendor by PHI exposure risk, data retention practices, support access risk, and hosting model to determine HIPAA applicability.

BAA Verification

Confirm Business Associate Agreement status for every vendor handling PHI. Document BAA signing status, terms, and renewal dates.

Approval & Authorization

Establish a structured approval workflow covering compliance, security, legal, and executive sign-off before any vendor goes live with patient data.

AI-Specific Governance

Evaluate AI training data policies, model transparency, human oversight requirements, and clinical decision support disclaimers for each AI vendor.

Ongoing Monitoring & Review

Schedule recurring vendor reviews, monitor for policy changes, track contract renewals, and flag vendors that no longer meet governance standards.

Compliance Layer

HIPAA and BAA Review

HIPAA Risk Classification

Not every vendor requires a BAA — but every vendor should be classified. VNDRIQ evaluates vendors by PHI exposure risk, data retention policy, support access risk, and AI training data usage.

Low Risk — No PHI contact
Moderate Risk — Indirect PHI exposure
Elevated Risk — PHI transmitted or stored
High Risk — PHI processed by AI without controls

BAA Verification Process

A signed BAA is not a guarantee of compliance — it is the starting point. Governance requires documenting when it was signed, what it covers, and when it expires.

Confirm BAA availability with vendor
Review BAA scope and covered services
Document signing date and parties
Set renewal and review reminders
Verify subcontractor disclosures

Workflow

AI Vendor Approval Process

01

Intake Request

Department submits vendor request with intended use, data types involved, and business justification.

02

PHI Exposure Review

Compliance team assesses whether PHI will be transmitted, stored, or processed by the vendor.

03

BAA Verification

Legal or compliance confirms whether a BAA is required and whether the vendor will sign one.

04

Security Review

IT or security team reviews hosting model, encryption standards, access controls, and incident response.

05

AI Governance Review

Evaluate AI training policies, human oversight, model outputs, and clinical AI disclaimers where applicable.

06

Final Approval & Documentation

Executive or compliance sign-off. Vendor added to registry with approval tier, restrictions, and review date.

Post-Approval

Ongoing Vendor Monitoring

Approval is not a one-time event. Vendors update their privacy policies, modify AI training terms, change hosting environments, and alter BAA coverage. A governance framework requires recurring review cycles to stay current.

Monthly Review

High-risk vendors and AI tools with direct PHI access or clinical AI output.

Quarterly Review

Elevated-risk vendors and tools with indirect PHI exposure or evolving AI features.

Annual Review

Low-risk vendors with no PHI contact or stable, long-standing compliance records.

VNDRIQ Platform

How VNDRIQ Supports Healthcare AI Governance

Pre-screened Vendor Registry

Every vendor in the VNDRIQ registry has been evaluated for HIPAA compatibility, BAA availability, AI training policy, and risk level.

Structured Approval Workflows

Built-in approval workflow templates guide organizations through every governance stage — from intake to executive sign-off.

Risk Scoring & Classification

VNDRIQ Risk Scores and AI Trust Scores give compliance teams a fast, consistent basis for vendor classification and prioritization.

Recurring Review Scheduling

Set review frequency per vendor and receive alerts when vendors need re-evaluation or when governance gaps are detected.

Connected Hubs

Explore the Full VNDRIQ Platform

Navigate between governance, evaluation, approval, and registry hubs to complete your vendor buying journey.

Start With the Vendor Registry

Search AI vendors, cloud platforms, practice systems, and healthcare tools by HIPAA status, BAA availability, risk level, and approval status.