Business workflow

Create Marketing Content with an AI Workflow

Build a content production workflow that helps teams research, draft, repurpose, review, and package material while editors retain factual and brand accountability.

The problem

Where the workflow breaks today

Content requests arrive with uneven briefs, scattered source material, repeated formatting work, and unclear ownership for factual or brand review.

Desired result

A defined, reviewable outcome

Produce an editorial package with a documented audience, source set, draft, channel variants, review status, and an explicit publishing decision.

How the workflow works

Move from trigger to accountable handoff

1

Approve the brief

Define audience, purpose, channel, brand guidance, required sources, exclusions, and accountable reviewer.

2

Research and outline

Organize approved evidence, flag unsupported points, and propose a structure before drafting.

3

Draft and adapt

Create the core asset and channel variants without changing material facts or introducing unapproved claims.

4

Review and hand off

Run editorial, legal, and brand checks, then package approved copy for the publishing owner.

Agents involved

Assign a specific role to each stage

Agent roles describe possible workflow responsibilities. Final configuration and availability depend on the selected implementation.

Integrations involved

Connect only the systems the outcome needs

Human approval points

Keep consequential decisions with people

Approval design should reflect the actual risk, audience, and permissions of this workflow.

✓Require subject-matter review for factual and technical claims.
✓Require legal or policy review for regulated, comparative, or customer-specific content.
✓Keep final publishing credentials and decisions with authorized editors.

Example workflow

Product guide campaign

A marketer submits an approved brief and source documents. The workflow creates an outline, flags missing evidence, drafts the guide, adapts approved passages for email and social, and sends the package to editorial review.

Workflow boundary

An example, not a promise of availability

This illustrates how roles, integrations, and controls can be arranged. Connection support and final behavior must be confirmed during implementation.

Implementation considerations

Decisions to make before execution

✓Maintain a current brand and claims reference.
✓Separate source facts from draft interpretation.
✓Define originality, citation, and rights checks for every content type.
✓Do not auto-publish until the team has validated a low-risk workflow.

Related workflows

Continue from an adjacent business outcome

FAQ

Questions to resolve when planning this workflow

Will the workflow invent statistics to strengthen a draft?

It should not. Unsupported figures and claims must be removed or sent back for a real source.

Who owns the final content?

The designated editor or business owner remains accountable for approval and publishing.

Discuss this workflow with our team.

Bring the outcome, current systems, approval needs, and exception paths you want to design.