Explanation & Decision Support

Decision Support Explanation Modal

Detailed explanation for consequential AI-supported decisions.

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ModalDedicated 'Decision detail' page

Problem

Detailed explanation for consequential AI-supported decisions. This pattern helps address:

  • eligibility
  • scoring
  • approval / rejection

When to use

  • When a decision materially affects the user

When not to use

  • Low-stakes suggestions

Do

  • Show inputs considered, weight direction, and next steps

Don't

  • Overclaim causality or model certainty

Example copy

short

How this decision was reached

contextual

This decision uses AI-supported scoring. See details and appeal options.

detailed

This decision was supported by an AI model. Key inputs considered: {factors}. A human reviewer can revisit this decision on request. Contact {channel} to appeal.

Implementation checklist

  • Provide contact/appeal channel
  • Route through legal review before shipping

Accessibility notes

  • Focus trap
  • Readable at 200% zoom

Related patterns

This tool provides product and UX guidance for AI disclosure patterns. It does not provide legal advice and does not determine legal compliance. Please consult qualified legal counsel for binding assessments.