The constraint
Writing takes too long because the inputs are not organized.
Teams have subject matter knowledge, client notes, or research links, but turning them into publishable articles still requires repeated setup.
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Writing system / 04
Article Writer
We build AI-assisted article systems that help teams produce better drafts without handing the whole voice to a generic chatbot. The system gathers inputs, creates outlines, drafts sections, checks structure, and sends content through review.
4 outputs
outline, draft, summary, and SEO fields
Human edit
kept as a required stage
Reusable
prompts for recurring article types
The build
A structured article pipeline.
We set up intake fields, source collection, outline prompts, draft prompts, edit checklists, SEO fields, and review handoff.
The change
Writers spend less time on setup and more time improving the piece.
AI creates a stronger first draft because it receives better context, examples, and constraints before it writes.
Project scope
What gets built.
The engagement is scoped around real operating pressure, then packaged into buildable parts your team can use.
Article intake form for topic, audience, offer, sources, keywords, and internal links
Prompt chain for research summary, outline, section drafting, title options, and meta description
Brand voice rules with examples of approved writing and phrases to avoid
Review checklist for accuracy, claims, citations, tone, structure, and call-to-action fit
Export path into Google Docs, CMS drafts, Notion, or your editorial board
Version notes so prompts can improve as editors give feedback
Delivery path
From messy workflow to launchable system.
01
Collect writing examples
We review existing articles, offers, FAQs, service pages, and examples that show the voice the system should learn from.
02
Design the prompt chain
The workflow separates research, outline, drafting, editing, and SEO metadata so each step has a clear job.
03
Connect review and export
Drafts move to the writing tool or CMS with status, owner, notes, and required review checks.
04
Improve from editor feedback
We tune prompts and examples after real articles go through review so the system becomes more useful over time.
Typical systems
Where this work shows up.
Research brief
Sources, notes, audience, and positioning become a concise writing brief.
Draft workflow
The article moves from outline to draft to edit without losing context.
Publishing handoff
SEO fields, summaries, and CMS-ready notes are included with the final draft.
Outcomes
What should improve.
- Faster first drafts
- More consistent structure
- Clearer editorial review
- Reusable writing prompts for future articles
Timeline
A focused article writer can be built in 1-2 weeks, then tuned with the first few real articles.
Tools used
DifyClaudeGoogle DocsNotionAirtableWordPress
Best fit
- Businesses publishing educational articles or SEO content
- Agencies that need repeatable content workflows
- Teams with expertise but limited writing bandwidth
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