Brief
Define the reader, question, purpose, and sources.
WORKFLOW / CREATE USEFUL CONTENT
AI content creation.
A workflow, not a word count.
The proposed workflow connects a specific question to a source-backed brief, a useful draft, and a page that fits the rest of your site.
THE PROPOSED WORKFLOW
A signal becomes
a controlled change.
Draft
Write to the brief and mark any unsupported claims.
Review
Check usefulness, factual accuracy, and the brand voice.
Publish
Only after approval, implement the page with its intended internal links.
THE SPECIALISTS
A team for this job.
Availability varies by role. The first release is focused on SEO, Content, and Web.
CONTENT-02First-release focus
Content Agent
A writing specialist for researched drafts, clearer explanations, and focused improvements to existing content.
ResearchDraftingRefreshes
Meet the agent RESEARCH-05Roadmap
Research Agent
A research specialist that organizes public information into source-linked briefs for the rest of the team.
SourcesComparisonsBriefs
Meet the agent WEB-03First-release focus
Web Agent
A website specialist that turns an approved task into a tested, reviewable change in your repository.
Git changesValidationDeployment
Meet the agent STARTING BOUNDARY
Keep the first step useful.
Begin with a small group of topics for which you have real expertise or evidence. Volume is not a success criterion.
START SMALL. BUILD FROM THERE.
A useful first job.
Not a giant transformation.
Tell us what needs doing. We will start with a goal, a boundary, and a way to judge the result.
BEFORE THE FIRST WORKFLOW
Questions worth
asking first.
Does this workflow publish large numbers of AI articles?
Volume is not the objective. The proposed workflow may recommend improving an existing page, producing a focused draft, or doing nothing when the evidence is insufficient.
Who approves a content draft?
A pilot should name its reviewer and required checks before drafting starts. The proposed starting mode is human review before publication.