AI orchestration for publishers and newsrooms Are headlines, summaries and social posts eating the hours meant for reporting?

CambrianEdge.ai orchestrates the packaging around each story. AI drafts the headlines, summaries, social posts and translations in your house style, and your editors decide what runs.

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A metro desk packages one story, ferry fares rising in January, for every channel: headlines in house style compared across models, story art, an automated morning newsletter and more time for reporting. Transcript: Metro desk workspace: Ferry fares rise in January. Request: Package this story for every channel. Five headlines in house style. Ask AI: Headline in house style. From the story are checked in the draft. Status: Drafted, Desk review, Approved by editor, Published on 6 channels, More reporting. Less packaging. Also on CambrianEdge.ai: Sharpest headline, Story art, Morning newsletter, More time for reporting. Breaking: council vote: House style loaded, Headlines drafted, Desk notified, Editors decide what runs. Report. Package. Approve. Publish.
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How newsrooms use it

Here's where teams like yours usually start.

  1. Turn each story into posts for five channels and get them approved by the desk before they go out.

    THThe Harbor LedgerSponsored
    1,2041,205

    The Harbor Ledger Council votes 7–2 to fund a $40M waterfront rebuild. What changes, and when.

    XApproved FacebookPreview LinkedInPreview
    Preview every network

  2. Paste in a finished story and get headline options, a summary and a newsletter blurb in your house style, with AP, New York Times, Wall Street Journal and FT styles built in.

    Headline options

    Waterfront rebuild wins $40M in late-night vote Council backs $40M plan to rebuild the waterfront

    /
    MEMetro editorGoing with option 2.
    AP styleHumanizeTranslate
    Built into every document

  3. Set up sign-off that matches how your desk works, so each package has a clear approver and nothing publishes without an editor.

    Waterfront story packageATMEWA
    Package draftedAudience teamDesk editMetro editorPublishWeb and social
    MEMetro editorReviewing nowApprove
    Human checkpoint

What your newsroom gets back

Here's what changes once the work is connected.

43+ apps share one context
Connected in a click
Integrations

Each package from the same story.

Headlines, summaries, posts and newsletter copy all come from the finished piece. Stories that deserve a bigger audience get more than one version.

Headline for the waterfront story
Claude

Council backs $40M plan to rebuild the waterfront

Use thisGPT

Waterfront rebuild wins $40M in late-night vote

Gemini

Parks, flood walls and a ferry: what $40M buys

Compare models side by side
Models

The sharpest headline writer for the job.

Use the AI model that writes your best headlines and summaries. Compare OpenAI, Claude, Gemini, Meta and Grok models side by side.

MMetro deskBrand DNA attached · 14 files
BBusiness deskSeparate workspace
AAudience teamSeparate workspace
Fully separated
Workspaces

The desk decides.

Reporting and editorial judgment stay with journalists. Nothing publishes without an editor's approval.

Questions, answered

Frequently asked questions

Will AI write our journalism?

No. It helps with packaging and distribution. Reporting and editorial judgment stay with your journalists.

Does it follow house style?

Yes. AP, New York Times, Wall Street Journal, FT and other styles are built in.

Can it translate stories?

Yes, into 30+ languages.

How are newsrooms using AI?

Newsrooms use AI to draft headlines, summaries, social posts and newsletters, translate stories and analyze audience data, with editors approving what is published.

Can AI write headlines?

AI can suggest several headline options in house style, and an editor picks or rewrites the final one. 6 ·

Get started

Every story packaged by the next edition.

Paste in a story and get the full package, free.