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EU AI Act Article 50: The Label Is the Easy Part

By Juan Beltrán · 2026-07-25

Article 50 is not simply an AI-label deadline. For industrial B2B companies, the harder task is proving what source supported a claim, where AI intervened, who exercised editorial judgment, which version was released, and where it travelled. Build that proof chain first. The label then becomes one controlled output of it.

Key takeaways

  • Article 50 starts applying on 2 August 2026. The 2 December transition is narrow, not a general delay.
  • A label tells the audience something. A proof chain tells the company and an authority what actually happened.
  • Human review needs a named reviewer, a defined standard, retained changes, and editorial responsibility. A byline alone proves little.
  • Industrial B2B content crosses engineering, marketing, sales, translation, distributors, and customer channels, so provenance must survive handoffs.
  • Do not route every asset through legal. Tier control by consequence and keep high-risk judgment close to the work.

About the author

Juan Beltrán is an industrial B2B AI transformation executive focused on moving complex enterprises from AI pilots to measurable operating impact across commercial growth, CRM, data and agentic systems. He has 17+ years of enterprise transformation experience and is based in Zug, Switzerland.

Disclaimer

This is a personal website. The views and opinions expressed here are my own and do not represent ABB or any current or former employer. All content is based on public information, personal experience and general professional knowledge. No confidential, proprietary, client-specific or employer-specific information is shared.

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