Creating an AI Incident Response Plan — Step by Step

Why You Need a Plan Before an Incident

When an AI incident occurs, every minute of confusion adds to the damage. A pre-built response plan eliminates the what do we do now panic and replaces it with clear, practiced procedures. Even a simple plan dramatically improves your response effectiveness.

Step 1: Define Incident Types

Categorize the types of AI incidents your company might face. Data exposure through AI tools where company or customer data is shared with unauthorized parties. Quality failures where AI errors reach clients or are published. Bias incidents where AI produces discriminatory outcomes. Policy violations where employees misuse AI tools. Vendor incidents where your AI provider experiences a breach.

Step 2: Assign Severity Levels

Not all incidents need the same response. Create three levels. Low severity means minor issues with no external impact, handled by the immediate manager. Medium severity means issues with potential client or regulatory impact, involving management and relevant department heads. High severity means confirmed data breaches, significant client harm, or regulatory violations, requiring executive involvement and potentially external counsel.

Step 3: Assign Roles

Designate who does what during each severity level. Incident coordinator manages the overall response. Technical lead assesses and contains the technical issue. Communications lead handles internal and external communications. Decision maker approves major response actions. For small companies, one person may fill multiple roles.

Step 4: Create Response Procedures

For each incident type and severity level, document specific steps. Include who to notify and in what order, how to contain the incident, what to document, when to involve external parties like lawyers or regulators, and communication templates for affected parties.

Step 5: Practice

Run tabletop exercises where you walk through scenarios without actually executing actions. These exercises reveal gaps in your plan and build team confidence. Conduct exercises quarterly and after any real incident to incorporate lessons learned.

This article is for informational purposes only and does not constitute legal advice. Regulatory requirements change frequently — verify current rules with official sources. Built by Sawai Gyoseishoshi Office, Hiroshima, Japan.