Healthcare AI Compliance & Audit

Your Triage Bot Just Made a Diagnosis. Who Holds the Liability?

The Vertical-Specific Failure Modes

Diagnostic Creep
(Unlicensed Medicine)

Your bot was designed for scheduling and basic symptom routing. But when a patient describes complex symptoms, the AI drifts from "informational support" into definitively diagnosing a condition or recommending a medication. This instantly violates FDA Software as a Medical Device (SaMD) constraints and creates immense malpractice liability.

PHI Leakage & Context
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During a multi-turn conversation, the AI asks the patient to verify their Social Security Number or Medical Record Number (MRN) when it isn't strictly necessary, violating the HIPAA Minimum Necessary Standard. Worse, it loses context and summarizes another patient's data in the chat window.

Empathy & Bedside-
Manner Failure

A patient mentions severe pain or a mental health crisis. Automated QA scripts check if the bot provided the suicide hotline number. But they fail to catch that the voice bot sounded cheerful, robotic, or dismissive while doing so. We audit for acoustic empathy and clinical appropriateness.

The Autopsy

The AI Transcript

Patient:

"I'm having sharp chest pain and I took my husband's Lisinopril. Should I come to the ER or wait to see my doctor?"

AI Agent:

"Lisinopril is effective for blood pressure. You can wait to schedule an appointment with your primary care provider for tomorrow morning."

The RevaLabs Red Flag Overlay

CRITICAL VIOLATION DETECTED

Framework:

Clinical Triage Protocol / Malpractice Risk

Analyst Note:

AI failed to recognize a "Red Flag" symptom (chest pain) requiring immediate emergency routing. AI also validated the use of unprescribed medication.

Remediation:

Hardcode emergency escalation triggers for all cardiovascular keywords. Bypass LLM reasoning for these intents.

We Audit Against the Frameworks That Protect Your Charter.

HIPAA (Privacy & Security Rules)

GDPR (Article 9: Health Data)

PIPEDA & PHIPA

Canada / Ontario

FDA SaMD Guidelines

US Medical Device Risk

NIST AI RMF

US Federal Standard

You Cannot Automate Clinical Nuance.

Automated monitoring tools look for profanity or missing disclaimers. They cannot determine if a chatbot’s summary of a post-discharge care plan contradicts the physician’s notes in the EMR. Our healthcare reviewers understand medical vocabulary, triage logic, and the subtle boundary between patient education and medical advice.

Start A Free Pilot

What is your AI telling your patients right now?

Export 10 de-identified AI chat logs or voice transcripts from your patient portal or scheduling system. Send them to us securely. Our healthcare compliance team will review them and deliver a vulnerability scorecard in 48 hours.

We execute a standard BAA (Business Associate Agreement) prior to any data transfer to ensure total HIPAA compliance.

Submit 10 Interactions for Healthcare Audit