Article 50 Compliance Sprint: Founder's Chatbot Disclosure Playbook
What you get 42-page PDF guide: 9 chapters covering EU AI Act Article 50 disclosure requirements end-to-end Step-by-step audit framework for every AI touchpoint in your product Template disclosure copy (ready to adapt for your terms) Machine-readable marking implementation guide Compliance evidence file checklist for regulators and enterprise buyers DRM-free: download, own forever, no subscriptions Who it's for Founders, product leads, and indie developers shipping AI features who need to hit the August 2, 2026 Article 50 deadline without legal overhead. You're building fast; you don't have a legal team on staff. This playbook gives you the compliance strategy and executable templates to ship disclosure compliance in a sprint, not a quarter. Why Article 50 matters now The EU AI Act Article 50 transparency rule isn't optional after August 2, 2026. If your product has an AI feature visible to end users-chatbots, content generation, recommendation engines, image synthesis-you must disclose that it's AI-generated. "Obvious context" exceptions exist but are narrow and defensible only with documented reasoning. Enterprise buyers are already asking for evidence of compliance. Regulators will follow. You don't need a law degree to get this right. You need a system. What's inside Chapter 1: Why Article 50 Is Your Problem, Not Just Legal's Breakdown of the rule, the deadline, and what "transparent disclosure" actually means in code and UX terms. Real-world examples of compliant vs. noncompliant implementations. Chapter 2: Audit Every User-Facing AI Touchpoint in Your Product Systematic inventory template. Walk through your product feature by feature and mark which ones involve AI inference, model output, or algorithmic decision-making. The spreadsheet you generate here is the artifact regulators will ask to see first. Chapter 3: Write Disclosure Copy That Satisfies the Rule Six template phrasings for different AI use cases (chat, generation, filtering, ranking). Examples of what works in modals, tooltips, footer notices, and API responses. Word choices that satisfy EU regulators without sounding legalistic to users. Chapter 4: The Obvious-Context Exception: What It Really Covers Article 50 says disclosure can be skipped if AI use is "obvious in context." This chapter defines the boundary with case studies: when a watermark or label suffices, when you still need explicit text, and how to document your reasoning so you can defend it if audited. Chapter 5: Implement Machine-Readable Marking for Generated Content How to add metadata, headers, and structured data so compliance is visible to both humans and tools (e.g., content moderation APIs, browser extensions, enterprise filters). Includes JSON-LD snippets and HTTP header patterns. Chapter 6: Build Your Article 50 Compliance Evidence File Create a folder or document trail that proves you: - Identified all AI touchpoints (Chapter 2 output). - Chose disclosure strategy for each (Chapter 3-4 decisions). - Implemented machine-readable marks (Chapter 5 implementation). - Tested the UX. This file is your shield in a regulatory query and a selling point for enterprise deals. Chapter 7: API and Backend Disclosure (for B2B Vendors) If your API users integrate your AI features into their own products, how do you document that to them? Template disclosure language for API docs, SDK guides, and webhook payloads. Chapter 8: Audit Checklist and Testing Walkthrough: test your product as an end user, verify every disclosure is visible, confirm machine-readable marks are present, and sign off on your evidence file. Chapter 9: Ship and Maintain Postlaunch: how to version your disclosures if your AI models change, what to monitor, and how to respond to regulator inquiries. Next step Open a spreadsheet today and complete the Chapter 2 touchpoint inventory for your product. It's the single artifact that unlocks the rest of the sprint and the first thing any regulator or enterprise buyer will ask to see. License Commercial use: yes (use this guide to ship compliant products and sell them). No resale as standalone (don't repackage and sell the playbook itself). Modifications encouraged (customize templates and checklists for your domain). Tech specs Format: PDF Pages: 42 File size: 10.5 MB Chapters: 9 Language: English DRM-free: yes (download + own forever)
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