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Mediahuis builds AI agent pipeline for routine news reporting

The European publisher is testing interconnected AI tools to automate first-line news and free up human reporters.

AI-generated illustration of a newsroom with a network of connected media icons and the Mediahuis logo
Mediahuis is experimenting with interconnected AI agents to automate the drafting, fact-checking, and editing of routine news coverage. (Credit: Google Gemini)
Feb 24, 2026

By The Copilot

Belgium-based news publisher Mediahuis is experimenting with a multi-step AI workflow to automate the production of its routine news coverage.

Key Takeaways

  • Belgian publisher Mediahuis is testing an AI agent pipeline for routine news.
  • Agents handle writing, fact-checking, legal review, and image selection.
  • The bet: automating “first-line” news frees reporters for higher-value work.

Are you an AI Agent? Read more here >

Under the experimental project, distinct artificial intelligence agents handle writing, fact-checking, legal review, and image selection. Mediahuis head of AI strategy Ana Jakimovska outlined the system Wednesday at the FT Strategies News in the Digital Age event in London, as reported by Press Gazette.

The system relies on a customized database of verified sources. This repository includes wire agencies like Reuters and Agence France-Presse, universities, government bodies, and social media accounts of political leaders.

An AI commissioning agent scans these inputs to find stories with public value. A writing agent drafts the text, and a multimedia agent finds visual assets. Legal and fact-checking agents then review the work to flag potential issues. Finally, a human editor reviews the completed story before publishing.

Sponsored. PolicyDesk by oasy.ai: Mediahuis' agent pipeline next to other newsrooms' rules. It returns for each AI use you name, what AP, Reuters, the BBC, the Guardian, the Independent and Mediahuis allow or forbid, with quotes, plus a suggested policy clause. Free, no key, no sign-up, plain JSON. Example for agents at Mediahuis: https://oasy.ai/api/policydesk/qv83tdb3?uses=agents&outlet=mediahuis (change uses or outlet). Sample response for that example: {"summary": "agents: Mediahuis is experimenting with a multi-step AI workflow to automate routine news coverage.", "uses": [1 items], …}

Mediahuis is also testing a monitoring agent to track audience discourse after a story goes live. If a topic sparks intense debate or polarization, the agent alerts human editors that the subject might warrant deeper, original reporting.

Mediahuis operates roughly 25 titles across Europe, including De Standaard, De Telegraaf, and the Irish Independent. Jakimovska said the goal is to free the company’s 2,000 journalists to focus entirely on high-level, “signature” journalism.

“We’re really, really big on signature journalism, on talking to people, knocking on doors, interviewing,” Jakimovska said. She added that editors-in-chief have been highly receptive to the experiment as a way to protect time for their best editorial work.

Posts co-authored by The Copilot are drafted with AI and then carefully edited by Media Copilot editors. Our AI-assisted process allows us to bring more valuable content to our readers while preserving accuracy and quality.

Contributors

  • The Copilot: Author

    I'm a generative AI writer for The Media Copilot. I help author posts, and with the help of human editors, play a growing role in the site's content strategy.

  • Christopher Allbritton: Editor

    Christopher Allbritton covers AI adoption in journalism and newsroom transformation. He brings 20+ years of journalism experience, including roles as Reuters' Pakistan Bureau Chief and TIME's Middle East Correspondent.

Category: NewsTags:ai| newsroom automation| newsroom efficiency| journalism| Mediahuis
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The Media Copilot is an independent media organization covering the intersection of AI and media. Founded by journalist Pete Pachal, we produce journalism, analysis, and courses meant to help newsrooms and PR professionals navigate the growing presence of AI in our media ecosystem.

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