Contestability Pattern

Clear pathways for users to understand and challenge AI-influenced decisions.

Examples

Inline Contest Link

Decision: Application requires additional review

AI-Assisted Review Request human review 

<p class="tardigrade-meta">
    <span class="tardigrade-badge">AI-Assisted Review</span>
    <a href="#" class="tardigrade-contest">Request human review</a>
</p>

Detailed Contest Panel

Benefits Determination

Status: Additional documentation needed

How this decision was made
  1. Automated Document verification
  2. AI-Assisted Eligibility screening
  3. Human Final determination

The AI system flagged missing income verification documents.

Appeal this decision

Contest Form Pattern

Request Review of AI-Assisted Decision

You will receive a response within 3 business days.