Product · UX · Compliance · Engineering

Find the right AI disclosure pattern for your product.

A practical UX pattern library and assistant for AI transparency notices, labels, explanations and disclosure design.

Not a legal compliance checker. This tool provides product and UX guidance only.

The problem

AI disclosure is a design problem, not just a legal one.

Teams shipping AI features have to decide, feature by feature, how to tell users they're interacting with AI, whether outputs are generated, and how decisions were reached — often across chatbots, agents, generative content and consequential decisions in the same product.

Reusable patterns

Curated UX patterns for every disclosure situation, with copy, do's and don'ts.

Assistant guidance

Describe a feature. Get the patterns you likely need — from the same registry.

Legal references

Each pattern links to the EU AI Act articles that motivate it.

Implementation-ready

Checklists, accessibility notes and example copy to hand to engineering.

Featured patterns

From subtle labels to blocking confirmations.

Browse all patterns
Chat window with a top banner: 'You're chatting with an AI assistant.'
Production ready
Strong
Entry-Point Notices

First Interaction AI Notice

Tell users at the start that they're talking to an AI.

Article 50(1)Article 50(5)
View Pattern
Article card with a small 'AI generated' pill on top.
Production ready
Medium
Output-Level Disclosures

AI Generated Content Badge

Label content produced by generative AI.

Article 50(2)Code of Practice
View Pattern
Video player with a prominent banner: 'Deepfake — synthetic media.'
Legal review recommended
Strong
High-Risk / Legal Review Patterns

Deepfake Disclosure Banner

Clear, prominent banner for deepfake media.

Article 50(4)Code of Practice
View Pattern
Card with 'Why this?' link opening a small explanation popover.
Production ready
Medium
Explanation & Decision Support

Why This Recommendation Panel

Explain, in plain language, why the AI recommended something.

Article 13Article 86
View Pattern
Confirmation card showing pending agent action with Confirm / Cancel.
Production ready
Blocking
Agentic AI Action Patterns

AI Agent Action Confirmation

Confirm consequential agent actions before they run.

Article 50(1)Article 13
View Pattern
Video call screen with a top banner: 'Emotion analysis is active.'
Legal review recommended
Strong
High-Risk / Legal Review Patterns

Biometric / Emotion Exposure Notice

Tell people before they're analysed by emotion or biometric systems.

Article 50(3)Article 13
View Pattern
How the Assistant works

Describe your feature. Get patterns from the library.

  1. 1Paste a feature description, PRD or epic into the Assistant.
  2. 2It classifies likely disclosure triggers using a simple rule-based matcher.
  3. 3It recommends patterns from the same registry that powers the library.
  4. 4You get suggested copy, an implementation checklist and open questions.
Feature

"We are adding an AI agent to our support product that can book meetings and send emails on the user's behalf."

First Interaction AI NoticeRecommended
AI Agent Action ConfirmationRecommended
Human Escalation CTARecommended
AI Use Transparency Footer LinkRecommended

Support on your way to the EU AI Act

From disclosure UX to your full AI feature landscape: we review your product, analyse it in a focused sprint, and build a disclosure pattern catalog your teams can implement.

  • AI Disclosure Review of your product's AI surfaces
  • Analysis sprint with a disclosure pattern catalog for your AI features
  • Support cataloguing your AI features on the road to EU AI Act conformity

Ready to talk? We'd love to look at your product together.

Book AI Disclosure Review

This takes you to the contact form on we-arise.de.

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.