Healthcare

The Enforcement Runtime for healthcare AI.

ZeroDrift enforces, rewrites, and blocks AI-generated patient, provider, payer, and member communication before it reaches anyone outside the organization.

// COMMAND

Healthcare Communication Enforcement

Source: Patient Support AI Agent

Surface: Patient Portal Chat

User: Patient

Status: Enforced before delivery 

✦

PATIENT PROMPT

“My test results came back.
What do they mean?“
✦

AI-Generated Response

Composed {
“Your A1C is 7.2, which means you have type 2 diabetes. You should start taking metformin and cut sugar from your diet immediately. I can send a prescription request to your doctor right now.“
}
→
→

Anchor Scan

Verdict:

REWRITE

Rule Cited:

Clinical Advice Communication Policy

Policy Match:

Unauthorized Diagnosis Language

Risk:

High

Final Action

Compliant response delivered

✦

Compliant Rewrite

Sent {
// Rewritten
Your test results have been added to your chart. A member of your care team will review them and reach out to discuss what they mean and any next steps. Please contact us if you have questions in the meantime.
}
Why It Matters

Healthcare communication is
the highest-stakes AI deployment surface in any industry.

Providers, payers, digital health platforms, and pharma companies are deploying AI across patient communication, member services, care coordination, and clinical support. Every generated message creates exposure on clinical advice, PHI, regulated marketing, and disclosure requirements.

Zerodrift Developer Platform

//A

AI Communication Risk

→

Unauthorized clinical advice

→

PHI exposure

→

Diagnosis or treatment language

→

Drug or product claims

→

Missing disclosures

→

Unlogged AI output

Zerodrift Developer Platform

//B

Healthcare Exposure

→

Practice of medicine concerns

→

HIPAA and privacy risk

→

Clinical liability

→

FDA and promotional review gaps

→

Patient communication risk

→

Audit and investigation gaps

Regulatory Coverage

Built for the standards that
govern healthcare communication.

ZeroDrift maintains rulepacks across the regulations, clinical standards, and organizational policies that govern healthcare communication, marketing, privacy, and patient interaction.

Regulatory Areas

//01

HIPAA

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HITECH

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FDA Promotional Standards

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CMS Standards

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State Medical Boards

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Joint Commission

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TCPA

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42 CFR Part 2 (substance use privacy)

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Clinical communication policies

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Patient consent standards

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Approved language libraries

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Internal escalation standards

•

For hospitals, health systems, payers, digital health platforms, pharma, life sciences, and AI vendors serving regulated healthcare customers.

•
Use Cases

One platform for every AI communication
surface in healthcare.

//A

Patient Support Agents

Block unauthorized clinical advice and unsupported diagnoses.

//B

Member Service Chatbots

Validate payer and plan communication against approved language

//C

Marketing Content

Govern AI-drafted notes, summaries, and patient messaging.

//D

Marketing and Outreach

Enforce approved claims, promotional language, and required disclosures.

//E

Care Coordination

Control AI-generated scheduling, referral, and follow-up communication.

//F

Internal AI Tools

Govern internal copilots, summaries,
and staff-facing agents.