AI Incident Response
A documented plan for detecting, containing, and remediating failures of AI systems — including legal AI tools — covering output errors, data breaches, and model misbehavior affecting client matters.
Last reviewed: 2026/05/18
Definition
Why It Matters for Lawyers
Frequently Asked Questions
- Q: What triggers an AI incident response in a legal context?
- Triggers typically include: discovery that AI-generated work product contained materially incorrect legal citations or analysis delivered to a client or court; evidence that a legal AI platform experienced unauthorized access to client matter data; identification of systematic output degradation affecting a defined class of matters; or receipt of a vendor breach notification indicating potential exposure of client data processed through the platform.
- Q: Should AI incidents be reported to a law firm's malpractice insurer?
- Yes, where incidents involve or may involve incorrect work product delivered to clients, most legal malpractice policies require prompt notice of circumstances that might give rise to a claim. Firms should review policy terms and consult coverage counsel when an AI incident affects client deliverables, regardless of whether a client has yet raised a complaint. --- *Last reviewed: 2026-05-19 by LawyerAI Editorial Team.*
Last reviewed: 2026/05/18. Definitions are written by the LawyerAI Editorial team. We do not accept affiliate commissions; Featured placement is clearly labeled and does not influence editorial content.