Runnable implementation example
Try the chatbot disclosure UI and download its source
Test disclosure placement with a working HTML/JavaScript example and a manual QA checklist. No account or API key required.
OFFICIAL SOURCES, PRACTICAL CONTROLS
EU AI Act Article 50 resources
Implementation guidance for product, engineering, content and compliance teams. Every page links to its official sources and states its review date. Browse 100 resources, including practical guides with free working templates.
Requirements and scope
Start with the core obligations, roles, dates and implementation boundaries.
implementation guide
EU AI Act chatbot disclosure examples for Article 50
Practical Article 50 chatbot disclosure examples, placement guidance and evidence records for SaaS teams serving people in the EU.
Reviewed 2026-09-06Read guide →
decision guide
Article 50 provider vs deployer: which obligations apply?
A practical decision guide to provider and deployer roles under EU AI Act Article 50, including white-label and mixed-role SaaS scenarios.
Reviewed 2026-09-06Read guide →
implementation guide
EU AI Act AI-generated content labeling requirements
A technical map of machine-readable marking, visible deepfake labels and public-interest text disclosures under Article 50.
Reviewed 2026-09-06Read guide →
technical guide
C2PA and EU AI Act Article 50: what it can prove
How Content Credentials can support Article 50 machine-readable marking and evidence without becoming a false compliance certificate.
Reviewed 2026-09-06Read guide →
checklist
Article 50 compliance evidence checklist for product teams
A control-by-control evidence checklist for AI interaction notices, content marking, deepfake labels and human editorial review.
Reviewed 2026-09-06Read guide →
deadline guide
EU AI Act Article 50 deadline: what applies now in 2026
Article 50 has applied since 2 August 2026. Understand the limited marking transition and the implementation work teams should prioritise now.
Reviewed 2026-09-06Read guide →
scope guide
Does EU AI Act Article 50 apply to US SaaS companies?
A practical scope and implementation guide for non-EU SaaS companies whose AI systems or outputs reach people in the European Union.
Reviewed 2026-09-06Read guide →
technical guide
EU AI Act Article 50 transparency requirements: a technical implementation guide
A source-backed technical map of Article 50 disclosure, machine-readable marking and deepfake transparency duties, with implementation and evidence guidance.
Reviewed 2026-08-17Read guide →
AI interaction notices
Review first interaction, voice, avatars, handoff and identity wording.
implementation playbook
Place an AI notice before the first message
Put the AI identity notice where a person encounters the conversation before sending their first message. Includes a free implementation worksheet.
Reviewed 2026-09-23Read guide →
implementation playbook
Check AI identity when a chat session reopens
Review the resumed conversation as its own user journey. Includes a free implementation worksheet.
Reviewed 2026-09-23Read guide →
implementation playbook
Clarify AI and human states during support handoff
Make the current participant clear when a conversation moves between AI and a human. Includes a free implementation worksheet.
Reviewed 2026-09-23Read guide →
implementation playbook
Test dismissal of an AI identity notice
Check what remains visible after a user dismisses a notice and whether dismissal changes the accuracy of the interface. Includes a free implementation worksheet.
Reviewed 2026-09-23Read guide →
implementation playbook
Review an AI notice inside an embedded widget
Verify the notice in the customer's host page, where overlays, styles and available space may differ from the widget's demo. Includes a free implementation worksheet.
Reviewed 2026-09-23Read guide →
implementation playbook
Review multilingual AI identity notices
Maintain approved notice wording per locale and test the language actually shown at the conversation entry point. Includes a free implementation worksheet.
Reviewed 2026-09-23Read guide →
implementation playbook
Test AI notice placement on mobile
Check the initial conversation view with the software keyboard, sticky controls and realistic text wrapping. Includes a free implementation worksheet.
Reviewed 2026-09-23Read guide →
implementation playbook
Design an opening notice for an AI voice assistant
Identify the AI participant in the audible opening flow and test interruption, reconnect and silence handling. Includes a free implementation worksheet.
Reviewed 2026-09-23Read guide →
implementation playbook
Identify an AI avatar during interactive sessions
Make the artificial nature of an interactive avatar clear in the session entry and ongoing presentation. Includes a free implementation worksheet.
Reviewed 2026-09-23Read guide →
implementation playbook
Label message authors in mixed AI conversations
Keep message authorship understandable when AI, users and human staff share one transcript. Includes a free implementation worksheet.
Reviewed 2026-09-23Read guide →
implementation playbook
Separate AI identity wording from privacy information
Explain who the user is interacting with at the conversation entry point, then provide the relevant data-handling information through its own clear route. Includes a free implementation worksheet.
Reviewed 2026-09-23Read guide →
implementation playbook
Document an AI interaction obviousness assessment
Record the real audience, presentation and context before considering whether AI identity is obvious. Includes a free implementation worksheet.
Reviewed 2026-09-23Read guide →
Frontend and SDK integration
Test hydration, routing, configuration, caching and release changes.
implementation playbook
Test an AI notice across React hydration
Check the server-rendered and hydrated states of the interaction surface. Includes a free implementation worksheet.
Reviewed 2026-09-23Read guide →
implementation playbook
Test AI notice behavior during SPA navigation
Review client-side navigation into and away from chat routes, including restored component state. Includes a free implementation worksheet.
Reviewed 2026-09-23Read guide →
implementation playbook
Roll out an AI notice behind a feature flag
Test every flag combination that changes access to the AI interaction or its notice. Includes a free implementation worksheet.
Reviewed 2026-09-23Read guide →
implementation playbook
Review white-label chatbot identity settings
Separate customer branding from the factual identity of the AI participant. Includes a free implementation worksheet.
Reviewed 2026-09-23Read guide →
implementation playbook
Test tenant isolation for AI notice settings
Verify that each tenant receives its own approved identity wording and locale settings. Includes a free implementation worksheet.
Reviewed 2026-09-23Read guide →
implementation playbook
Test AI identity when a disclosure script is blocked
Check whether the interaction remains accurately identified if a notice script fails to load. Includes a free implementation worksheet.
Reviewed 2026-09-23Read guide →
implementation playbook
Verify a deployed AI notice version through caches
Connect the approved wording version to the actual page or widget response users receive. Includes a free implementation worksheet.
Reviewed 2026-09-23Read guide →
implementation playbook
Review an AI disclosure SDK upgrade
Treat an SDK update as a change to the rendered interaction, not only a package version. Includes a free implementation worksheet.
Reviewed 2026-09-23Read guide →
implementation playbook
Review an experiment that changes an AI notice
Treat wording, placement and timing experiments as disclosure changes that need review. Includes a free implementation worksheet.
Reviewed 2026-09-23Read guide →
implementation playbook
Specify an AI identity component in a design system
Define the component's content, placement and state behavior alongside its visual design. Includes a free implementation worksheet.
Reviewed 2026-09-23Read guide →
implementation playbook
Check AI identity on links that open a conversation
Test deep links from email or notifications as distinct entry routes. Includes a free implementation worksheet.
Reviewed 2026-09-23Read guide →
implementation playbook
Verify AI identity after a release rollback
Include identity wording and integration state in the rollback check. Includes a free implementation worksheet.
Reviewed 2026-09-23Read guide →
AI agent deployments
Map touchpoints, tool changes, action approvals and client handoffs.
implementation playbook
Inventory an AI agent's human-facing touchpoints
Map where people actually exchange information with the agent, including embedded and delegated surfaces. Includes a free implementation worksheet.
Reviewed 2026-09-23Read guide →
implementation playbook
Record an agent's proposed and completed actions
Keep transparency about AI identity separate from authorization for real-world actions. Includes a free implementation worksheet.
Reviewed 2026-09-23Read guide →
implementation playbook
Review identity cues when an agent changes tools
Keep the user-facing participant clear when an agent switches models, tools or external services. Includes a free implementation worksheet.
Reviewed 2026-09-23Read guide →
implementation playbook
Attribute messages in a multi-agent workspace
Represent the role of each automated participant accurately without implying that simulated personas are real staff. Includes a free implementation worksheet.
Reviewed 2026-09-23Read guide →
implementation playbook
Review AI identity in background-task results
Check how a completed background task is presented when a person returns later. Includes a free implementation worksheet.
Reviewed 2026-09-23Read guide →
implementation playbook
Describe the actual human review of agent output
State what a reviewer examined and what remains automated. Includes a free implementation worksheet.
Reviewed 2026-09-23Read guide →
implementation playbook
Hand over an AI agent deployment to a client
Deliver the configuration, identity presentation and test evidence needed to maintain the actual deployment. Includes a free implementation worksheet.
Reviewed 2026-09-23Read guide →
implementation playbook
Review a model-provider change in an agent
Assess which user-facing claims, output handling and evidence references depend on the old provider. Includes a free implementation worksheet.
Reviewed 2026-09-23Read guide →
implementation playbook
Test AI identity during agent fallback
Review the degraded experience when an agent cannot complete its normal workflow. Includes a free implementation worksheet.
Reviewed 2026-09-23Read guide →
implementation playbook
Track provenance of an agent-generated report
Connect the delivered report to its generation context, edits and review history. Includes a free implementation worksheet.
Reviewed 2026-09-23Read guide →
implementation playbook
Identify an AI agent in a shared team channel
Make the automated participant understandable to people joining or revisiting a shared channel. Includes a free implementation worksheet.
Reviewed 2026-09-23Read guide →
implementation playbook
Prepare an EU deployment fact sheet for an agent
Record where the system is offered, who uses it and where its outputs are used before assessing scope. Includes a free implementation worksheet.
Reviewed 2026-09-23Read guide →
Content marking and provenance
Inspect output paths, transformations, credentials and their limits.
implementation playbook
Inventory generated content output formats
List the final formats and delivery paths produced by the system before reviewing marking controls. Includes a free implementation worksheet.
Reviewed 2026-09-23Read guide →
implementation playbook
Separate C2PA presence from validation results
Record whether a manifest is present, whether validation succeeds and what the validated assertions say as separate findings. Includes a free implementation worksheet.
Reviewed 2026-09-23Read guide →
implementation playbook
Test provenance across video transcoding
Compare the original and transcoded outputs with the same documented inspection method. Includes a free implementation worksheet.
Reviewed 2026-09-23Read guide →
implementation playbook
Check provenance in an image-resize pipeline
Review each resized image variant served to users, including responsive and thumbnail outputs. Includes a free implementation worksheet.
Reviewed 2026-09-23Read guide →
implementation playbook
Test a pipeline for stripped provenance metadata
Identify the exact processing step after which provenance information disappears. Includes a free implementation worksheet.
Reviewed 2026-09-23Read guide →
implementation playbook
Explain provenance limits after a screenshot
Treat a screenshot as a new capture with its own evidence limits. Includes a free implementation worksheet.
Reviewed 2026-09-23Read guide →
implementation playbook
Review marking on delivered synthetic audio
Test the actual audio files or streams delivered by the system and document the marking method's stated capabilities and limits. Includes a free implementation worksheet.
Reviewed 2026-09-23Read guide →
implementation playbook
Review marking controls for generated text exports
Map the final text surfaces and preserve the evidence needed to assess the implemented marking approach. Includes a free implementation worksheet.
Reviewed 2026-09-23Read guide →
implementation playbook
Review provenance and labels in generated PDFs
Inspect the final PDF as delivered, including visible labels, metadata and the generation record. Includes a free implementation worksheet.
Reviewed 2026-09-23Read guide →
implementation playbook
Record failures in an AI content marking control
Capture the output path, failure condition and user-visible consequence when a marking control fails. Includes a free implementation worksheet.
Reviewed 2026-09-23Read guide →
implementation playbook
Write accurate user messages for credentials checks
Describe the observed provenance result and its limits in plain language. Includes a free implementation worksheet.
Reviewed 2026-09-23Read guide →
implementation playbook
Review a vendor's AI marking capability
Ask for supported output paths, test methods and documented limitations rather than accepting a generic compliant claim. Includes a free implementation worksheet.
Reviewed 2026-09-23Read guide →
Publishing and editorial review
Connect content versions, publication context and substantive review.
implementation playbook
Review placement of a synthetic media disclosure
For content assessed as requiring a visible or audible disclosure, test the first exposure in its actual publishing context. Includes a free implementation worksheet.
Reviewed 2026-09-23Read guide →
implementation playbook
Review an audible disclosure for synthetic media
Where a disclosure is required, evaluate how listeners encounter it in the final audio context. Includes a free implementation worksheet.
Reviewed 2026-09-23Read guide →
implementation playbook
Check synthetic video labels with captions and overlays
Review the disclosure alongside captions, platform controls and responsive cropping. Includes a free implementation worksheet.
Reviewed 2026-09-23Read guide →
implementation playbook
Record substantive review of AI-assisted public-interest text
Connect the final publication to the actual substantive human review and editorial responsibility. Includes a free implementation worksheet.
Reviewed 2026-09-23Read guide →
implementation playbook
Maintain an editorial responsibility register
Record the person or entity that actually controls publication decisions and the scope of that responsibility. Includes a free implementation worksheet.
Reviewed 2026-09-23Read guide →
implementation playbook
Track changes after editorial review of AI text
Reopen review when substantive generated or human edits change the content that was approved. Includes a free implementation worksheet.
Reviewed 2026-09-23Read guide →
implementation playbook
Review AI-related disclosure in a newsletter
Assess the newsletter's content and editorial process, then verify any applicable disclosure in the delivered email and archive. Includes a free implementation worksheet.
Reviewed 2026-09-23Read guide →
implementation playbook
Check AI-related disclosures in syndicated content
Verify what the receiving channel publishes, not just the source feed. Includes a free implementation worksheet.
Reviewed 2026-09-23Read guide →
implementation playbook
Review synthetic media disclosures in thumbnails
Include thumbnails and preview cards in the exposure review when their content and context make a disclosure relevant. Includes a free implementation worksheet.
Reviewed 2026-09-23Read guide →
implementation playbook
Document the context of artistic synthetic media
Record the work, audience and presentation when reviewing how transparency should be implemented in an artistic or fictional context. Includes a free implementation worksheet.
Reviewed 2026-09-23Read guide →
implementation playbook
Review a generated advertising asset before release
Record the asset's generation, depicted subject and intended publication context before deciding which disclosures and other reviews are needed. Includes a free implementation worksheet.
Reviewed 2026-09-23Read guide →
implementation playbook
Approve the exact version of AI-assisted content
Tie publication approval to a specific content version, distribution context and set of review decisions. Includes a free implementation worksheet.
Reviewed 2026-09-23Read guide →
Implementation evidence
Maintain owners, version histories, decision records and reviewable exports.
implementation playbook
Assign owners to Article 50 implementation controls
Give each applicable control a responsible owner, implementation reference and review status. Includes a free implementation worksheet.
Reviewed 2026-09-23Read guide →
implementation playbook
Build a transparency release evidence manifest
List the artifacts that show what was deployed, where and how it was checked. Includes a free implementation worksheet.
Reviewed 2026-09-23Read guide →
implementation playbook
Capture useful evidence of an AI notice
Capture the state before interaction with enough context to identify the route, version and layout. Includes a free implementation worksheet.
Reviewed 2026-09-23Read guide →
implementation playbook
Redact transparency evidence for external review
Prepare a purpose-specific copy that preserves the control evidence while removing unnecessary personal or confidential information. Includes a free implementation worksheet.
Reviewed 2026-09-23Read guide →
implementation playbook
Plan retention of transparency implementation evidence
Define what evidence needs to be retained, why and who may access it. Includes a free implementation worksheet.
Reviewed 2026-09-23Read guide →
implementation playbook
Maintain a version history for transparency controls
Preserve the relationship between approved wording, configuration and deployed releases. Includes a free implementation worksheet.
Reviewed 2026-09-23Read guide →
implementation playbook
Record a proposed transparency exception decision
Document the facts, source version and qualified reasoning behind a proposed exception. Includes a free implementation worksheet.
Reviewed 2026-09-23Read guide →
implementation playbook
Review an official-source update against product controls
Compare the changed source with the decisions and controls that relied on the previous version. Includes a free implementation worksheet.
Reviewed 2026-09-23Read guide →
implementation playbook
Record a retest after fixing a transparency defect
Reproduce the original failure conditions and compare the corrected behavior with a stated expectation. Includes a free implementation worksheet.
Reviewed 2026-09-23Read guide →
implementation playbook
Track unresolved transparency implementation questions
Keep unanswered scope and implementation questions distinct from confirmed defects. Includes a free implementation worksheet.
Reviewed 2026-09-23Read guide →
implementation playbook
Prepare a transparency evidence export for a customer
Tailor the export to the delivered system and the customer's review purpose. Includes a free implementation worksheet.
Reviewed 2026-09-23Read guide →
implementation playbook
Run a periodic transparency control review
Review changes in systems, deployment and official guidance rather than simply renewing a date. Includes a free implementation worksheet.
Reviewed 2026-09-23Read guide →
Accessibility and regression testing
Test observable behavior and keep manual and automated findings distinct.
implementation playbook
Test an AI notice with keyboard navigation
Check how a keyboard user encounters identity information and operates related controls without losing access to the conversation. Includes a free implementation worksheet.
Reviewed 2026-09-23Read guide →
implementation playbook
Test an AI identity notice with a screen reader
Verify that the identity information is available in a sensible reading order and that dynamic changes do not overwhelm the conversation. Includes a free implementation worksheet.
Reviewed 2026-09-23Read guide →
implementation playbook
Review contrast of AI identity information
Check the rendered notice text and interactive controls in each supported theme and state. Includes a free implementation worksheet.
Reviewed 2026-09-23Read guide →
implementation playbook
Test AI notice reflow and enlarged text
Check whether identity wording remains readable when text is enlarged or the viewport narrows. Includes a free implementation worksheet.
Reviewed 2026-09-23Read guide →
implementation playbook
Check accessible names for AI notice controls
Ensure icons and controls related to the notice have understandable names that match their purpose. Includes a free implementation worksheet.
Reviewed 2026-09-23Read guide →
implementation playbook
Review identity and status during streamed AI replies
Keep participant identity clear while a response streams, stops or fails. Includes a free implementation worksheet.
Reviewed 2026-09-23Read guide →
implementation playbook
Review AI identity in empty and error states
Check the first-use, unavailable and failed-conversation screens because they may be the only states a person encounters. Includes a free implementation worksheet.
Reviewed 2026-09-23Read guide →
implementation playbook
Test AI notice localization after a release
Compare the displayed notice with the approved locale version after translation, component or routing changes. Includes a free implementation worksheet.
Reviewed 2026-09-23Read guide →
implementation playbook
Define what an automated notice test can prove
Use automated checks for observable properties and pair them with manual review of meaning, timing and accessibility. Includes a free implementation worksheet.
Reviewed 2026-09-23Read guide →
implementation playbook
Design synthetic fixtures for disclosure testing
Use representative non-sensitive scenarios that exercise notice states without importing real customer conversations. Includes a free implementation worksheet.
Reviewed 2026-09-23Read guide →
implementation playbook
Run a production smoke test of AI identity
Verify the released interaction surface using a bounded, non-sensitive test and record the deployed version. Includes a free implementation worksheet.
Reviewed 2026-09-23Read guide →
implementation playbook
Prioritize AI disclosure implementation defects
Prioritize defects by the affected user journey, exposure and uncertainty, while assigning legal interpretation to the appropriate reviewer. Includes a free implementation worksheet.
Reviewed 2026-09-23Read guide →
Agency and customer delivery
Scope deliverables, vendor questions, acceptance tests and maintenance ownership.
implementation playbook
Prepare a vendor role fact questionnaire
Ask how the system is developed, branded, placed into service and used before assigning provider or deployer roles. Includes a free implementation worksheet.
Reviewed 2026-09-23Read guide →
implementation playbook
Scope an agency's AI transparency implementation project
Start with a concrete system, deployment surface and deliverable. Includes a free implementation worksheet.
Reviewed 2026-09-23Read guide →
implementation playbook
Define client acceptance tests for an AI deployment
Agree observable deployment checks and the evidence required to accept the delivered work. Includes a free implementation worksheet.
Reviewed 2026-09-23Read guide →
implementation playbook
Assign maintenance responsibilities after AI deployment
Specify who maintains notice wording, integration settings, marking controls and evidence after handover. Includes a free implementation worksheet.
Reviewed 2026-09-23Read guide →
implementation playbook
Ask useful transparency questions during AI procurement
Request evidence of the controls your actual use requires, including supported outputs and integration limits. Includes a free implementation worksheet.
Reviewed 2026-09-23Read guide →
implementation playbook
Present an AI transparency demo accurately
Explain which parts of the demonstration are implemented, simulated or dependent on customer configuration. Includes a free implementation worksheet.
Reviewed 2026-09-23Read guide →
implementation playbook
Route a customer transparency implementation issue
Collect enough non-sensitive deployment context to reproduce the issue and route it to the correct technical or qualified reviewer. Includes a free implementation worksheet.
Reviewed 2026-09-23Read guide →
implementation playbook
Create an index for an AI transparency delivery pack
Give the recipient a clear map from delivered controls to implementation and test evidence. Includes a free implementation worksheet.
Reviewed 2026-09-23Read guide →