AI Penetration Testing for Healthcare Security
Introducing Meditology AI SafeGuard™
AI and LLMs are transforming healthcare—but are your systems secure? Meditology’s AI penetration testing is the only healthcare-specific solution to identify vulnerabilities, ensure AI compliance, and protect sensitive patient data.


AI in Healthcare Is Booming—So Are the Cybersecurity Risks
From GenAI-powered documentation assistants to intelligent triage tools, AI is revolutionizing healthcare. But with innovation comes risk. New attack vectors like model inversion, data leakage, prompt injection, and adversarial manipulation are targeting vulnerable AI systems.
Healthcare organizations face unique risks due to regulatory obligations and sensitive data exposure. Whether building AI tools internally or integrating third-party LLMs, robust security validation is essential.
The Only AI Penetration Test Purpose-Built for Healthcare
Meditology AI SafeGuard™ is the healthcare industry’s first and only AI penetration testing service designed specifically for GenAI and LLM implementations.
We simulate real-world AI attacks, evaluate model behavior, and identify security gaps across:
Input/output sanitation
Model access controls
Data pipeline integrity
Third-party integrations
Meditology assessments align with




Is Meditology AI SafeGuard™ Right for You?
Whether you’re a vendor embedding GenAI into a medical device or a healthcare system leveraging LLMs for patient communication, AI SafeGuard™ is built for your needs.
Ideal Clients:
- Healthcare Vendors
- Healthcare Business Associates
- Healthcare Providers
- Healthcare Payers
Key Stakeholders:
- Security & IT Teams
- GenAI Development Teams
- Product Owners
- Compliance Officers
Why Leading Healthcare Organizations Choose Meditology AI SafeGuard™
Meditology AI SafeGuard™ delivers unmatched value:
- Certified AI security professionals trained in GenAI & LLM threat modeling
- Exclusive focus on healthcare compliance and privacy requirements
- Developer-ready remediation guidance
- Supports third-party risk assurance for partners, payers, and audits
- Tailored to HIPAA, FDA AI guidance, and upcoming regulations

What’s in a Healthcare AI Penetration Test?
Our comprehensive AI security testing includes:
- AI/LLM Threat Simulation
- Attack Surface Mapping
- Security Control Validation
- Remediation Roadmap
- Compliance Risk Assessment
Optional Add-ons:
App/Infra Penetration Testing
Cloud Environment Review
AI Security Risk Assessment (SRA)
Governance Framework Development

How Organizations Use AI SafeGuard™ to Secure GenAI Projects
See how Meditology AI SafeGuard™ is already helping:
- A health IT vendor secure its GenAI-enabled documentation assistant
- A provider system safeguard its custom triage algorithm
- A payer assess risks in an AI-driven analytics platform
Stay Compliant with Emerging AI Security & Privacy Regulations
Regulators are acting fast. FDA, HHS, and CMS are rolling out AI oversight programs. Meanwhile, frameworks like SOC 2 and ISO 27001 are evolving to include AI risk documentation.
Meditology helps future-proof your AI investments with structured third-party attestations, risk assessments, and compliance documentation tailored for healthcare.
Choose the Right Level of AI Security Testing
Whether you’re just getting started or need a fully built-out AI governance program, Meditology offers flexible packages:
- Essential: Standalone AI/LLM Pen Test
- Enhanced: Pen Test + App/Infra + AI SRA
- Comprehensive: SecureAI + AI Governance Program Build-Out
Let’s Secure Your Healthcare AI—Before Threats Do
Fill out the form to schedule your free AI risk consultation.