AB 3030 Compliance Guide (2026)
AB 3030, the Healthcare AI Disclosure Act, requires California healthcare providers to disclose when generative AI produces patient communications — and to obtain human clinical review or add a specific disclaimer.
What AB 3030 Requires
AB 3030 targets generative AI systems used to produce clinical communications sent directly to patients. Any AI-drafted content — visit summaries, care plan messages, prescription instructions, automated follow-ups — must either be reviewed by a licensed clinician before sending, or carry a specific disclosure stating it was AI-generated and was not reviewed by a human provider, with instructions for reaching one.
The law does not prohibit generative AI in healthcare. It requires transparency and accountability at the point where AI output reaches the patient.
All AB 3030 Guides & Checklists
16 resourcesBuilding a Compliance-First Medical Bot: The 2026 Checklist
California just ended the "Wild West" of medical AI. Is your chatbot compliant?
Using the AB 3030 'Human-in-the-Loop' Loophole
Want to skip the AI disclaimer? You need a licensed human in the loop. Here's how.
Why Your AI Chatbot Needs a 'Contact a Human' Button
New CA law: Every AI health message must tell patients how to reach a real person.
AB 3030 Audit Checklist: Generative AI Compliance for California Clinics
A complete step-by-step audit checklist for California healthcare providers using Generative AI.
AI/ML Medical Device Documentation: AB 3030 Guide
Starting in 2026, your patient-facing AI must "self-identify." Here is how to meet documentation standards.
AB 3030 vs. SB 942: Which AI Disclosure Law Applies?
Confused by the new alphabet soup of CA laws? We break down the big two.
AB 3030 Healthcare AI Disclosure Mandates Explained
A plain-language breakdown of every disclosure requirement in AB 3030 for healthcare providers.
Drafting AI Disclosures for Telehealth Apps
Don't scare your patients—inform them. The art of the AB 3030 compliant disclaimer.
HIPAA vs. AB 3030: What Healthcare AI Teams Need to Know
Federal and state law create overlapping obligations for AI in healthcare. Here is how they interact.
Deploying Generative AI in Hospitals: A California Compliance Guide
Hospital AI deployments face the full weight of AB 3030. Here is the enterprise checklist.
Telehealth AI Compliance: AB 3030 and Virtual Care
Telehealth platforms are among the highest-risk AB 3030 deployments. Here is what to fix first.
Can AI Practice Medicine? California's Strict New Stance
The line between 'advice' and 'diagnosis' just got a lot sharper in California.
5 Ways to Audit Your Medical AI for California Compliance
Don't wait for a subpoena. Use these 5 steps to verify your AI bot today.
Understanding AB 489 and AB 3030 Together
AB 489 and AB 3030 work as a pair. Here is how the two laws intersect.
2026 California Healthcare AI Audit Guide
A comprehensive audit framework for California healthcare AI deployments covering all major 2026 laws.
SB 243 & AB 3030: Companion Chatbot Compliance
Mental health chatbots face dual obligations under SB 243 and AB 3030.
Generate Your AB 3030 Disclosure
Use our free tool to create compliant disclosure language for your AI-generated patient communications.
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