Which content roles get the most out of this?

Content strategists, in-house writers, technical writers and documentation teams, corporate comms, and content-operations managers, mostly. We group exercises by role and shared workflow, so the people who own the calendar and the people who own style aren't stuck doing the same drill.

Do participants need any AI or technical background?

None. Come in knowing your own workflow, the briefs, the calendar, the review and publishing steps, and be ready to edit a draft to your own standard. We introduce the model and prompt concepts as they come up. A team that wants a slower on-ramp can take the foundations program first.

How long does this take?

About 13 hours, onsite or live online. Most teams use two days. Half-day sessions can fit around a publishing deadline and give people room to try the exercises between meetings.

Will the exercises use our own style guide and workflow?

Yes, mostly. Before the program we look at your brief format, calendar, review stages, and contributor mix, so the exercises carry your actual style guide and terminology. Anything sensitive or unpublished is swapped out for something approved, anonymized, or made up, unless your organization already has a sanctioned environment for it.

Does this cover SEO, paid media or campaign strategy?

Visual concepts and campaign work sit elsewhere. This page is editorial: planning, drafting, repurposing, style, and content operations. Campaign strategy and paid-channel work belong to the separate training for marketing teams and agencies, and we redirect requests there when that's the actual need.

What about AI image generation or visual design work?

Visual concepts, brand-consistent image variations, and creative direction belong to the separate training for designers and creative teams, while this one stays strictly text and editorial.

How do you keep unpublished or sensitive material out of the wrong tool?

Material must be approved or anonymized before it goes near a tool. Otherwise we make it up for the course. For each tool, we set what it may receive and what stays out. We also show how to swap a sensitive input for a stand-in without changing the shape of the task. Where your organization has approved enterprise tools already, the workshop is built around those boundaries.

What does pricing look like, and what happens after we're done?

Group size, delivery format, customization depth, and location set the price. We hear how your calendar and contributor mix actually work on a short discovery call before anything gets quoted. Your team keeps the brief and calendar templates, plus the style-guide worksheet built during the sessions. A follow-up or advanced workshop gets scheduled later, once the practice has matured.

AI Training · Content & Editorial

AI Training for Content & Editorial Teams

A content team's calendar never actually empties — briefs, drafts, repurposed formats, and a style guide that has to hold across every contributor who touches it. AI can shorten the distance between a topic and a usable first draft, but it can't set the editorial angle, verify a claim, or decide what's worth publishing.

This training helps a content and editorial team plan and draft that work, and build the governance that keeps it consistent and under control once more people are touching the calendar.

modules: 6
hours: 13

Some of the 500+ brands we've worked with

Selected brands we’ve worked with across industries.

See all references

Most content teams have already tried AI, and the verdict inside the building is usually the same: it drafts fast, and everything sounds like it came from the same bored contributor. That's a fair complaint. Without a house style, terminology list, or sourcing rules, a model hands you three hundred serviceable words that sound like nobody wrote them. A byline is a promise that somebody did.

The real risk is the freelancer never onboarded to style, an invented statistic that almost runs, and a calendar that still needs a person to judge what's worth covering. This training, inside Zeo's corporate AI training catalog, builds structured briefs, a current calendar, drafting from approved sources, and one house style across writers — research synthesis traces every claim to its source and checks generated statistics before they reach a draft. Campaign strategy, media buying, and paid channels sit outside this scope; our training for marketing teams and agencies covers that ground, with exercises built around your own brief format and contributor mix.

The calendar outgrows the team every quarter

A brief-and-repurpose workflow turns a day of drafting into an afternoon of editing as formats, channels, and contributors multiply.

What happens before anyone drafts well?

AI organizes brief notes, but the editorial team still chooses the angle, priority, and calendar slot.

The same message, six times, in six formats

AI carries an article into newsletters, social, and internal summaries, but a person still preserves the facts and core point.

A style guide doesn't hold once six people are writing

Give the model the style guide and terminology as context, then review its output — freelancers will not absorb either by deadline.

Stop pretending nobody's pasting drafts into a chatbot

Writers already paste briefs and sources into consumer tools; training replaces untracked use with an approved shared workflow.

01
AI foundations for content and editorial teams
90 minBeginner
A working model of what generative AI does well and where it quietly gets things wrong in editorial work. Participants learn which tasks to delegate and which stay a judgment call. They learn how to catch fluent-but-wrong output before it moves downstream.
Where fluency and accuracy diverge in generated text
Content tasks worth delegating versus the judgment calls to keep
Failure modes in an AI draft: filler, invented specifics, a flattened voice
Moving from a brief to a usable first draft without losing the original intent
Choosing the first pilot
02
Editorial planning from briefs to calendars
120 minBeginner
A topic, an audience, and a goal become a structured brief, and that work stays organized on a calendar the whole team can follow.
Building a structured brief around the topic and audience, with a clear goal
An editorial calendar that stays current across channels and owners
Themes and pillars, with recurring series that don't quietly repeat themselves
Drafting research questions and an outline from source material and past coverage
Scheduling around freelancers
A gap, a conflict, or a stale topic, caught before it reaches production
03
Drafting across formats and repurposing
150 minIntermediate
Participants produce first drafts across formats from an approved brief. Then one asset becomes several: a newsletter section, a social post, an internal summary, without redoing the thinking each time. The editing pass is where the AI draft earns its place in front of a reader.
Long-form articles, guides, and internal documentation, drafted from a brief
A structured draft built from interview notes and transcripts, grounded in source material
One piece repurposed for a newsletter and social post, then summarized internally
Adapting a single message across formats without losing its core point
Headline and intro variants
Editing an AI draft up to a publishable standard before handoff
04
One voice with consistent terminology
120 minIntermediate
A workflow for keeping many contributors on one voice. Participants turn a style guide and a terminology list into context the model can use, then practice reviewing the result against that standard.
A style guide turned into reusable prompt and model context
Building a terminology glossary and a preferred-term list the model can follow
Voice and tone, carried through the structure
Reviewing AI-assisted copy against house style before it publishes
A new or freelance contributor, onboarded to the shared style system in one session
05
Research synthesis and source-checking
120 minIntermediate
AI-assisted synthesis for the research behind content work. Participants organize source material into themes without inventing a consensus, then check every generated claim before it reaches a draft.
Interview notes, reports, and reference material, prepared for safe synthesis
Source material grouped into themes without inventing a consensus that isn't there
Tracing a summary or a claim back to its original source
Checking a generated statistic or quotation, along with every specific detail
Where background research ends and a claim needing expert or legal review begins
06
Content governance built for rollout
150 minAdvanced
Participants combine the course into a workflow their content operation can run: approved tools, review gates, contributor boundaries, and a pilot plan. A named person stays accountable for what gets published.
Classifying content and source material before it enters an AI workflow
Approved tools and safe substitutes for sensitive or unpublished material
Review gates and sign-off roles for writers and editors, with stakeholders named
Rules for freelancers and vendors, including agency contributors using AI
A quality-control checklist
Planning a pilot workflow and a content-operations adoption plan

What you will learn

A calendar slot that survives
Draft a structured brief around the topic and audience, with a clear goal
One house style across freelancers
Repurpose one article for newsletters and social, then summarize it internally
Trace a generated claim back to its original source before publication
Catch an invented statistic or misquote before a reader sees it
Keep unpublished drafts inside approved tools, with an anonymized stand-in ready
Run a governed workflow with review gates and one named owner

Who should attend

Content strategists and editorial leads
In-house writers and content marketers
Technical writers and documentation teams
Corporate communications and internal-comms teams
Content-operations and program managers
Freelance and contract content coordinators

The program runs for about 13 hours over two days. Half-day sessions fit around a live editorial calendar. Onsite and live-online formats run the identical workshop.

Format: Onsite or live online
Duration: 2 days (about 13 hours, can be split into half-day sessions)
Group size: Up to 20 participants per group
Language: English or Turkish
Materials: Brief and calendar templates, style-guide worksheet, and exercise workbook
Certificate: Certificate of completion

Image Creation & Design6 modules · 13 hoursAI image and design training built around the real craft: art direction, reference and editing workflows, brand-consistent production, quality control, provenance, and safe handling of client assets.View training

AI for Translation & Localization6 modules · 13 hoursAI training for translators and localization teams already working with machine translation. Build disciplined post-editing, terminology, QA, transcreation, and client-communication workflows while every linguistic call stays with a person.View training

AI Training for Newsrooms6 modules · 13 hoursAI training for journalists and newsrooms: reporting research, interview transcription, verification support, editorial drafting, source protection, and correction and disclosure practice, built around a reporter's workflow.View training

Using AI in Marketing & Agencies6 modules · 13 hoursPractical AI training for in-house marketing teams and agencies, covering high-volume content production, SEO briefs, campaigns, ad copy, and brand-safe adoption, built around your own workflows.View training

What's slowing your content team down? It may be too many contributors or no shared style. It may be drafts that need a full rewrite before anyone will publish them. Answer that and we'll build the exercises around your workflow, then set the schedule and templates.

Two colleagues handing over a reviewed work item between their role stations

Which content roles get the most out of this?
Content strategists, in-house writers, technical writers and documentation teams, corporate comms, and content-operations managers, mostly. We group exercises by role and shared workflow, so the people who own the calendar and the people who own style aren't stuck doing the same drill.
Do participants need any AI or technical background?
None. Come in knowing your own workflow, the briefs, the calendar, the review and publishing steps, and be ready to edit a draft to your own standard. We introduce the model and prompt concepts as they come up. A team that wants a slower on-ramp can take the foundations program first.
How long does this take?
About 13 hours, onsite or live online. Most teams use two days. Half-day sessions can fit around a publishing deadline and give people room to try the exercises between meetings.
Will the exercises use our own style guide and workflow?
Yes, mostly. Before the program we look at your brief format, calendar, review stages, and contributor mix, so the exercises carry your actual style guide and terminology. Anything sensitive or unpublished is swapped out for something approved, anonymized, or made up, unless your organization already has a sanctioned environment for it.
Does this cover SEO, paid media or campaign strategy?
Visual concepts and campaign work sit elsewhere. This page is editorial: planning, drafting, repurposing, style, and content operations. Campaign strategy and paid-channel work belong to the separate training for marketing teams and agencies, and we redirect requests there when that's the actual need.
What about AI image generation or visual design work?
Visual concepts, brand-consistent image variations, and creative direction belong to the separate training for designers and creative teams, while this one stays strictly text and editorial.
How do you keep unpublished or sensitive material out of the wrong tool?
Material must be approved or anonymized before it goes near a tool. Otherwise we make it up for the course. For each tool, we set what it may receive and what stays out. We also show how to swap a sensitive input for a stand-in without changing the shape of the task. Where your organization has approved enterprise tools already, the workshop is built around those boundaries.
What does pricing look like, and what happens after we're done?
Group size, delivery format, customization depth, and location set the price. We hear how your calendar and contributor mix actually work on a short discovery call before anything gets quoted. Your team keeps the brief and calendar templates, plus the style-guide worksheet built during the sessions. A follow-up or advanced workshop gets scheduled later, once the practice has matured.

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AI Training for Content & Editorial Teams

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