Part of our Operations agents

AI workforce for Media & Publishing Operations

AI agents for operations teams in media and publishing

Actionist is an AI automation tool whose agents operate the apps your newsroom operations team already uses, from re-slotting the calendar by hand to an agent flagging the gap before the deadline passes.

Editorial ops teams get back the hours lost to calendar upkeep, pre-publish checks, and proof chasing.

Your AI workforce
30 hrssaved on avg per person / month
$1,080avg saved per person / month
28avg scheduled jobs a week
Operates your stackActionist App Store
How it works

AI Employees for Media & Publishing Operations in 4 simple steps

  1. Manual Time

    We'll go over where you currently waste your time doing manual tasks.

  2. Actionist Automations

    We'll show you exactly how Actionist can automate these manual tasks.

  3. Your Benefits

    How much time and money you'll save by onboarding AI agents.

  4. Easy to use

    We'll show you how easy it is to enable AI across your business.

01

Where you spend your time

Why Media & Publishing Operations teams switch

We know how your week actually goes

What matters to you
  • The calendar reflects what will run
    A slipped story is flagged with a proposed re-slot, so the plan on the board matches the plan in the CMS.
  • Drafts move through every edit stage
    Each filed draft is checked against its brief and handed on, so none waits unseen in a shared folder.
  • Nothing publishes with missing metadata
    Bylines, tags, alt text, and canonicals are checked before the slot, not found by a reader afterwards.
  • Issue close runs to a checklist
    Proof rounds and printer file deadlines are tracked page by page, so the last day is not a scramble.
  • Credits and licences stay on record
    Agency image credits and licence end dates are logged, so a lapsed licence is caught while the image is live.
  • Built around your newsroom
    These are examples of what a media operations agent can do. Build a custom agent for whatever your desk repeats.

And hundreds of other tasks you do manually..

An agent can take a lot off your team's plate. Take a look below to see the time and cost you could save by adding AI agents to your Media & Publishing Operations team's day.

The problem

Where the hours go

  • The editorial calendar lives in one editor's head and a half-updated board, so when a story slips nobody re-slots it until the morning it was due to run and a gap appears on the homepage.

    An agent checks the board against the CMS each morning, flags the slot at risk with a proposed re-slot, and posts it to the desk channel, so the plan is agreed before the day starts.

  • Every story that publishes is scanned by hand for a missing byline, thin alt text, a wrong tag, or a duplicated slug, and the check happens in the last ten minutes before the slot or not at all.

    An agent checks each ready piece for the fields the CMS needs, lists the gaps beside the story, and leaves the managing editor to decide what holds, so errors are fixed before readers find them.

  • Issue close is a day of chasing proofs from three readers, a lawyer, and a designer, tracked on a sheet that is stale by lunchtime, with the printer file deadline getting closer by the hour.

    An agent keeps the closing checklist current page by page, reminds each proof holder before their cutoff, and tells the production editor which pages are still open, so closing day runs to a plan.

  • Reader corrections arrive in three inboxes and a form, picture credits are checked from memory, and agency image licences lapse unnoticed until a rights holder writes asking why a picture is still online.

    An agent logs each correction and routes it to the owning editor, matches credits to captions, and flags licence end dates ahead of time, leaving every decision to a person.

02

Actionist Will Automate

Anatomy of an automation

What one automation looks like

Trigger·Every weekday morning before the first slot publishes
Trigger
Step 1
Actionist
Schedule fires each weekday at 07:30, ahead of the first slot
Confirmation
Step 5
Human
The managing editor reviews the gap list, decides which pieces hold or run, and approves the note
Saved per run
40 min
Runs / week
~1×
Missing fields and slipped slots are found at 07:30 and decided by an editor, not discovered after a piece has gone live
A week in the life

A week with your Media & Publishing Operations agents

28Scheduled jobs
6Agents at work
24/7Always on
Agents
Mon–Wed
Mon
Tue
Wed
7a
8a
9a
10a
11a
12p
1p
2p
3p
4p
5p
6p
Apps

Some of the apps for your Media & Publishing Operations team

Some of the operations apps your agent operates for you. Hundreds more are in the Actionist App Store.

Triggers

Your Agent wakes up Automatically whenever something happens

Your agents watch the apps you already use and act the moment something happens, usually within about a minute, handle it based on your instructions, 24/7.

WhenA writer says a draft will miss its slotfires within about a minute
The agent automatically

When a writer messages the desk that a piece will be late, the agent reads it within about a minute, finds the next open slot in that section on the Airtable calendar, and drafts a note explaining the move for the managing editor to approve, so a slipped story has a plan before the gap shows on the homepage.

Receives this trigger from
03

Your benefits

Manual vs agent

Where the time goes back

Without Actionist

What you do manually today

With Actionist

What your agent runs for you

  • Calendar
    140 min / week
    Re-slotting the board when a story slips

    A slipped story is found when the slot comes round, the board is updated by whoever notices, and the desk is told in a hurry, so the homepage gap is plugged by a rewrite no one planned.

    Calendar Agent
    0 min
    Agent flags the slot and proposes the move

    An agent compares the calendar with the CMS each morning and drafts a re-slot note for the managing editor to approve.

  • Drafts
    120 min / week
    Tracking drafts from filed to subbed by memory

    Filed drafts sit in a shared folder until someone remembers them, each editor keeps their own list, and a piece stalls for two days before anyone asks where it is.

    Drafts Agent
    0 min
    Agent checks each draft and moves the card

    An agent compares every filed draft with its brief, updates the board, and lists pieces stuck in a stage for the desk.

  • Publishing
    180 min / week
    Scanning each piece for missing fields

    In the last ten minutes before a slot, someone opens the story and checks the byline, tags, alt text, and slug by eye, and a gap is found by a reader.

    Publishing Agent
    0 min
    Agent checks each piece against the CMS fields

    An agent reads the fields every ready story needs, lists the gaps beside the piece in Airtable, and leaves the hold decision to the editor.

  • Issue close
    160 min / week
    Chasing proofs on a sheet that goes stale

    On closing day the production editor messages each reader, lawyer, and designer for their proof, updates a sheet by hand, and watches the printer deadline approach.

    Issue close Agent
    0 min
    Agent tracks pages and drafts the reminders

    An agent keeps the closing checklist current, drafts a reminder for each proof holder, and the chief sub approves the batch.

  • Corrections
    110 min / week
    Logging corrections and checking credits from memory

    Reader emails reach three inboxes, credits are checked on a hunch, and an agency licence lapses unnoticed until the rights holder writes in.

    Corrections Agent
    0 min
    Agent logs, routes, and flags

    An agent logs each correction and sends it to the owning editor, matches credits to captions, and flags licence end dates two weeks ahead.

+ 100s of other automations
Average monthly
28 hrs / person / month
ROI

What that's worth

Calculator

Calculate what your team saves

Team size
5 people
Hourly rate
$36 / hr
Hours saved / week
35
Hours saved / year
1,750
Annual ROI
$63,000

Based on typical team usage: the visible tasks plus a few other automations the agent runs: ~7 hrs / person / week of admin work automated.

04

How easy it is to use

Automatic onboarding

We'll do all the heavy lifting for you.

From entering your website address to having a working AI team, no effort from you.

  1. Step 1

    Enter your website

    • We'll research your business
    • Automatically configure everything for you
    Try the demo
  2. Step 2

    Actionist Auto

    Optional
    • Watches you work
    • Creates your agents, workflows and schedules
    Get the extension
  3. Step 3

    Marketplace

    • Hundreds of apps, plus agents and workflows
    • Pre-configured by other users
    Browse the App Store
  4. Step 4

    Invite your team

    • We'll automatically onboard them too
    • Focus on the things that matter
    Open Actionist

Enter your website URL for a personalised demo

See exactly what Actionist would automate for your business.

Trust & control

You stay in control

An agent working in your calendar, your CMS, and your corrections log only earns trust if you stay in control. Actionist is built so you see everything it touched, approve anything that reaches a writer or a reader, and own every record it created.

Nothing publishes or changes live without you

The agent reads the CMS and lists gaps, and any change to a live story, a slot, or a headline waits for an editor's approval. It never publishes, unpublishes, or edits a piece on its own.

Writer and printer messages wait for approval

Draft reminders, proof chases, and printer emails are queued for the section or production editor. Nothing is sent to a freelancer or a supplier unless an editor has approved it.

Corrections stay an editor's decision

The agent logs each request and routes it to the editor who owns the piece. Whether to correct, and how, is decided by a person, and anything that reads like a legal complaint goes on untouched.

Your editorial data stays yours

Drafts, calendars, picture licences, and reader messages are encrypted and never used to train any model. Every action is logged, and you can self-host on a VPS to keep it all on your own infrastructure.

Media & Publishing

More Media & Publishing teams

More to automate

More use cases for Media & Publishing Operations teams

FAQ

Frequently asked questions

Does my editorial operations team need to be technical to use Actionist?
No. Actionist is built for production and operations desks, not developers. You describe the job in plain language, connect the apps you use, and the agent handles the rest. There is no code to write and no API keys to manage for most tools, because the agent operates the apps the way a person does.
How do I get started with a calendar or pre-publish agent?
Book a free demo and someone from the Actionist team will take your most repeated newsroom or scheduling job, such as the morning slot check or the pre-publish checks, and show an agent doing it. They set up a working example you can test, and most teams have a first agent live within a day.
How do I make customised AI agents for how our newsroom actually works?
Describe the job in plain words, pick the tools it touches, and mark which actions need approval. For a pre-publish agent you say which fields the CMS needs, which taxonomy to follow, and who decides a hold. Those rules apply on every run, and you edit them as the house style changes.
How quickly can I set an editorial operations agent up?
A basic agent that checks tomorrow's slots against the calendar can be running within hours of your demo. Setups that span the CMS, the board, and the shared drive typically take one to three days of iteration to get right. You refine the agent against a test copy of your calendar before it touches the live board.
Where does our editorial data live, and is it used to train AI models?
Your data stays yours. Drafts, calendars, picture licences, and reader messages are encrypted, and they are never used to train any model. Every action the agent takes is logged in an audit trail you can read. If everything must stay on your own infrastructure, you can self-host Actionist on a VPS.
How does an agent check a legacy CMS or a print layout system that has no API?
It uses computer use in the cloud: the agent opens the CMS or the production system you already log in to, reads what is on the screen, and compares the fields or page list with your plan, the way a person would. That means it can work with older systems and layout exports even when there is no supported integration.
Will the agent publish, unpublish, or edit a live story without an editor?
No. By default the agent reads the CMS and lists gaps, and any change to a live story, a slot, or a headline waits for an editor's approval. Reminders to writers and emails to printers are drafted and queued the same way. You can widen autonomy for internal steps you trust, but anything outward-facing asks first.
Can it cope with budget day or an issue closing week?
It can prepare for them. Before a heavy date the agent builds the seasonal plan, the closing checklist, and the reminder drafts, and during the day it notices changes on the board within about a minute. It does not make the calls: editors still choose what holds, what runs, and what goes to the printer.
What happens when a reader correction might be a legal complaint?
The agent logs it and routes it to the editor who owns the piece, without drafting a reply or judging the claim. A message that sounds like a legal complaint is passed on untouched so a person, and your legal adviser if you have one, can decide. The agent never publishes a correction itself.
Get started

See an agent check tomorrow's slots against your calendar

Book a free demo and watch an Actionist agent compare the editorial calendar with the CMS, list the gaps, and draft the desk note, end to end, for your approval.