Right to Explanation Response Template

Draft responses to user requests for AI decision explanations

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Right to explanation response template

When a user asks why an automated system rejected their loan, flagged their account, or scored their application, you may have a legal duty to respond with meaningful information about the decision. Vague or evasive replies create compliance and trust risk. This tool drafts a structured, plain-language response that explains the outcome, the key factors, and the user’s right to human review and appeal.

How it works

You enter the decision type, a short description of the AI system, the outcome the user received, and the main factors that influenced it. The tool assembles these into a complete response letter: an opening that acknowledges the request, a plain-language summary of how the decision was made, the key factors and how they were weighed, a statement of significance and consequences, and a clear human-review and appeal path. You then add your contact details and statutory deadline and send after review. Everything is generated locally.

Tips and notes

  • Explain factors, not the full algorithm. “Meaningful information” means the logic and significance, not source code or trade secrets.
  • Avoid jargon. The reader is usually not technical; plain language is part of the legal standard.
  • Always offer human review. Article 22 decisions require a route to contest and obtain human intervention.
  • Mind the deadline. Requests usually carry a statutory response window; track it from the date received.
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