The category, defined

What is an autonomous AI newsroom?

autonomous AI newsroomnoun

Software that runs a complete editorial operation on its own: it finds the topics worth covering in your niche, writes each article in your voice under a named byline, fact-checks the claims against cited sources, illustrates it, and publishes to your CMS - WordPress or Ghost - on your schedule.

It is a different category from an AI article generator. A generator waits for your keyword and returns one draft; a newsroom runs the whole desk - discovery, writing, verification, art, and delivery - day after day, without a brief. Mastheads is a working autonomous AI newsroom: a staged pipeline of editorial agents with independent quality gates that can hold any article back for human review, refined across more than 20,000 published articles. You review everything by default; auto-publish is opt-in.

mastheads.app/autonomous-ai-newsroomSee the full flow
Two different machines

A generator makes articles. A newsroom runs a desk.

Most AI writing tools are generators - useful, but the operation stays yours. The category difference is who carries the work.

An article generator
  • -Waits for you to bring a keyword or brief
  • -Returns one draft, then stops
  • -One template and register, article after article
  • -Verifying the claims is your job
  • -You carry the draft to your CMS yourself
  • -No schedule - it runs when you do
An autonomous newsroom
  • Finds the stories worth covering in your niche - no brief
  • Runs the whole desk: research, writing, checks, art, delivery
  • Every article draws its own length, structure, and opening
  • Claims are checked against the cited sources before delivery
  • Publishes to WordPress or Ghost with byline, image, and metadata
  • Keeps your cadence - daily, in your time zone, while you sleep
Under the hood

Engineered, not generated.

The reason AI content reads as slop is that most of it comes off one template with no checks. This newsroom was refined across more than 20,000 published articles, and every piece moves through a staged pipeline where independent gates can stop it. Watch it run, then see what each layer does.

The newsroom · research → published

Watch it work.

Every article moves through the same steps before it reaches your site. Hover any step to see what it does.

Live run
Running
structure

Every article is shaped by its own subject

Unless you pin a fixed section structure yourself, the writer plans the sections from the subject, article by article. Two pieces on one topic do not arrive built the same way, because nothing hands them a shape to start from.

readability

Readability, measured and shown

Every article is scored for how hard it is to read against the reading level you asked for - Flesch-Kincaid in English, LIX in the continental languages - and the number, with the bar it was judged against, appears on the article. A miss shows in amber rather than quietly passing.

link guard

Non-source links stripped

Any outbound link that doesn't point at one of the article's own cited sources is removed before publish - an injected URL cannot ride a source document into your site.

gates

Gates that can say no

The desks repair what they find rather than throwing your article away, and whatever they could not fix is written onto the finished piece rather than hidden. Two faults are not repairable and stop delivery outright: a quotation that appears in none of the sources we fetched, and an article whose figures appear in none of them. A refused article costs you nothing.

trace

An authenticity trace on every article

Open any article and see the sources it used, the checks it passed, and the named editor behind it. Verifiable, not asserted.

What sets it apart

Built where the others stopped.

Any language, natively

Write in any language, for any country - with native grammar and idiom, not run through translation. In 11 countries the newsroom also takes the local register: German quotation marks, Swedish that ends on the last fact. The same voice controls and quality bar everywhere, on one subscription.

GermanySwedenNetherlandsUKUSAustraliaIndiaNorwaySwitzerlandCanadaIreland

Topics read off your own site

We read your site and propose the topics it already covers. You correct them before the newsroom is minted, and they are searched exactly as you write them - so they are sections you cover, not one-off stories. Each topic can carry up to five keywords, the angles it keeps coming back to, and those steer the search queries, the outline and the prose.

topics from your siteup to 5 keywords each

Named bylines and a paper trail

Articles run under real named author personas you define - never a generic AI label - and every piece carries its authenticity trace: sources, checks, and the editor of record.

real bylineseditor of record
Where it lands

Your CMS, handled.

Connect WordPress.org, WordPress.com, or Ghost - or connect nothing and receive finished drafts to read and export. Either way the whole delivery is done for you.

WordPress.orgWordPress.comGhostDraft-only

And your content is never locked in: read your domains, your articles and their images from your own code through the read-only /v1 content API, or export any article as Markdown or HTML.

Delivered with every article
  • Article body, formatted for your theme
  • An on-topic hero image, drawn for that article
  • Metadata and SEO fields
  • Internal links to your earlier articles, once you have some
  • Named byline and AI disclosure where required
Run honestly

Autonomous, accountable.

Review-by-default is not a limitation - it is the point. You stay the editor of record; auto-publish is opt-in per domain, and an article published without a human reading it first carries the EU AI Act Article 50 disclosure. And some lines we simply don't cross:

We do not bypass paywalls - paywalled and aggregator domains are skipped

We do not publish content we identify as prohibited (see Terms)

We do not retain rights in your published articles

We do not lock your content in - export or pull everything by API, any time

We do not promise traffic or rankings - nobody honestly can

Questions

What is an autonomous AI newsroom?

+

An autonomous AI newsroom is software that runs a complete editorial operation on its own: it discovers the topics worth covering in a publication's niche, writes each article in the publication's voice under a named byline, fact-checks the claims against cited sources, attaches an on-topic image, and publishes to a CMS on a schedule. The operator sets the direction - niche, voice, cadence - and reviews the output; the newsroom does the daily work.

Can AI run a full newsroom for WordPress or Ghost?

+

Yes. Mastheads runs a complete editorial pipeline and delivers finished articles to WordPress.org, WordPress.com, or Ghost - body, hero image and metadata handled - or hands you drafts with no site connected at all. Every article arrives under a named byline with review-by-default: you approve each piece, or opt in to auto-publish per domain.

How is it different from an AI article generator?

+

A generator waits for your keyword and returns one draft - the research, verification, and publishing stay your job. A newsroom runs the whole desk: it finds the stories itself, writes them, checks the claims against sources, illustrates them, and delivers them to your CMS on a schedule. The difference is who carries the operation. With a generator, you do. With a newsroom, you direct it.

Do the articles all sound the same?

+

No, and the reason is structural rather than a promise. Unless you pin a fixed section structure yourself, the writer plans the sections from the subject, article by article - so two pieces on one topic do not arrive built the same way. Your voice settings set the register: tone, reading level, point of view, audience, your own standing instructions and banned words. And the result is measured rather than assumed - every article is scored for how hard it is to read against the reading level you asked for, on Flesch-Kincaid in English and LIX in the continental languages, with the number and the bar it was judged against shown on the article. The honest limit: those voice settings are instructions to the writer, not filters applied afterward, so a banned word can still slip through. The engine has been refined across more than 20,000 published articles.

Which languages can it write natively?

+

Any language, for any country. Articles are written with native grammar and idiom in the target language, not translated from English, and they pass the same quality gates whichever language they are in. Beyond the language, the local newsroom register is curated for 11 countries - Germany, Sweden, the Netherlands, the United Kingdom, the United States, Australia, India, Norway, Switzerland, Canada, and Ireland. Everywhere else you get the language written plainly, with no invented local style. No plan gates which languages you can write in.

Is it fully hands-off?

+

That is two answers, and the honest one is worth separating out. On demand, which is how the product is used today, you ask and the nine desks run once: publishing is manual, the pipeline never pushes anything live, and you press Publish yourself. The autonomous mode is built, and it is a setup you finish per domain rather than a switch you flip - identity, a named editor of record who is accountable for what publishes, the topics you cover, and at least one scheduled time. What is not true yet is that you can turn it on: activation is held to an allowlist while we test it. One thing that holds in both modes - a paid-for draft is never thrown away. A problem the desks cannot fix is retried, and if it still stands the article ships with the shortfall written down on it rather than being quietly passed. Generated images carry a visible AI credit under EU AI Act Article 50.

See one run

Your newsroom, staffed by tonight.

Free 7-day trial - 10 articles, no card. Point it at your niche and read what comes back.