Audit Engagement
Continuous Monitoring and Reassessment
Ongoing oversight after your Comprehensive Audit is complete. Requires a prior Comprehensive Audit engagement.
Overview
What this engagement does
A subscription-based engagement available only after completing a Comprehensive Healthcare AI Audit. Provides ongoing monitoring and periodic reassessment of deployed healthcare AI systems to maintain oversight between formal audits, detect performance drift, and document continuous governance. This ensures your AI Health Audit Verified distinction remains current and your risk profile stays up to date.
Typical timeline
Ongoing; quarterly and annual cadence
Timelines are configurable estimates and depend on scope, system complexity, and evidence availability.
Who It's For
✓ Organizations with deployed healthcare AI requiring ongoing oversight
✓ Governance committees needing periodic independent input
✓ Compliance teams tracking regulatory developments
✓ AI owners responsible for production performance
✓ Boards requiring regular AI risk reporting
Systems Covered
· Previously audited healthcare AI systems
· Production-deployed clinical decision-support tools
· Prior-authorization and utilization-management AI
· Generative AI applications in clinical or administrative use
· AI components integrated into broader healthcare workflows
What Is Evaluated
✓ Performance drift since prior audit
✓ Subgroup performance stability
✓ Incident reports and corrective actions taken
✓ Material changes to the model, data, or workflow
✓ Regulatory and standards developments
✓ Effectiveness of human-oversight processes
✓ Documentation discipline maintained over time
Deliverables
Quarterly monitoring reports
Annual reassessment summary
Incident-triggered rapid reviews
Regulatory-update briefings
Continuous governance documentation
Board-ready executive summaries
Frequently Asked Questions
Common questions
Is continuous monitoring a substitute for a formal audit?
No. Continuous monitoring supplements formal audits by providing ongoing oversight between comprehensive engagements. We recommend a full audit at least annually for high-risk systems, with monitoring in between.
Do you need access to our production data?
We typically work with aggregated performance metrics, sample-based case reviews, and documentation rather than direct access to production data. Where direct access is required, we use secured channels with appropriate contractual protections.
Can you alert us to regulatory changes?
Yes. Our regulatory briefings cover developments relevant to your audited systems, including CMS, FDA, ONC, state, and international guidance that may affect your governance obligations.
Related Services
Flagship — Earns AI Health Audit Verified
Comprehensive Healthcare AI Audit
The complete package — bundles clinical, prior auth, bias, governance, and vendor evaluation into one integrated audit. The only way to earn the AI Health Audit Verified distinction.
Typical timeline: 8–14 weeks
Standalone or bundled
AI Governance Readiness Assessment
Find out where your organization stands before an audit finds out for you. Available separately or as part of the Comprehensive Audit.
Typical timeline: 3–5 weeks
Standalone or bundled
Executive and Board Advisory Services
Independent guidance for executives, boards, and governance committees.
Typical timeline: Retained; quarterly cadence minimum
Ready to scope a Monitoring & Reassessment engagement?
Start with a consultation. We will confirm scope, required evidence, timeline, and pricing before any commitment.
Independent healthcare AI auditing, governance, compliance education, and enterprise training.
● Founded in 2023
United States · Remote-first
© 2026 AI Health Audit. All rights reserved. · AI Health Audit provides independent audit, advisory, and educational services. We do not provide legal advice, compliance determinations, or guarantees of regulatory outcomes. Findings are educational and informational.
This website does not collect protected health information through public forms. Do not submit patient records, proprietary model files, or other sensitive data through public contact forms. Sensitive information is collected only through secured portals with documented access controls, encryption, and contractual safeguards.