The Complete Content Pipeline

Six Stages.
Zero Bottlenecks.

From strategy to publication, every stage is handled by specialized AI agents working in harmony. Watch your content pipeline come alive.

Strategy
Research
Write
Edit
Optimize
Publish

Define your brand voice and content strategy

01
Define Your Voice

AI Strategy Engine

Our conversational AI learns your brand through guided dialogue. Define your audience, tone, content pillars, and competitive positioning through natural conversation — not forms.

  • Brand voice profiling
  • Target audience mapping
  • Content pillar definition
  • Competitor analysis
  • Style guide generation
voice_profile.json
analyzing...
02
Automated Editorial Calendar

Smart Content Planning

Transform your strategy into an actionable content calendar. AI generates topic clusters, maps keywords, and schedules posts for maximum impact.

  • Topic cluster generation
  • Keyword mapping & gaps
  • Editorial calendar
  • Internal linking strategy
  • Seasonal content planning
topics: 47 clusters
scheduled: 12
03
Facts, Not Fiction

Deep Research Agent

Every article begins with comprehensive research. Our agents crawl the web, analyze top-ranking content, and gather verified facts to ensure accuracy.

  • Web crawling & analysis
  • Competitor content review
  • Fact gathering
  • Source verification
  • Data point extraction
sources: 12 verified
crawling...
04
Draft → Edit → Polish

Multi-Stage Writing

Content passes through specialized AI agents, each focused on a single task. Draft, expand, edit, and polish — like having a full editorial team.

  • Outline generation
  • First draft creation
  • Expansion & depth
  • Style refinement
  • Final polish
draft_v3.md
editing...
05
Built for Rankings

SEO Optimization

Every piece is optimized for search from the ground up. Keyword placement, meta descriptions, schema markup, and readability — all automated.

  • Keyword optimization
  • Meta tag generation
  • Schema markup
  • Readability scoring
  • Internal link suggestions
score: 94/100
optimizing...
06
Publish with Confidence

5-Dimension Quality

Before any article reaches review, it passes through our rigorous quality scoring system. Five dimensions, one standard: excellence.

  • Originality check (< 85% similarity)
  • Voice consistency scoring
  • Factual accuracy review
  • SEO compliance check
  • Readability analysis
quality: PASS
approved ✓
Under the Hood

Built for Scale

Enterprise-grade infrastructure that grows with your content needs.

Multi-LLM Support

Claude, GPT-4, Gemini, Mistral, Groq, DeepSeek — switch providers with a single config change.

Vector Intelligence

PostgreSQL + pgvector for semantic search, similarity detection, and content clustering.

Async Processing

Celery + Redis powers parallel content generation. Scale from 1 to 1000 articles.

Self-Hosted

Deploy on your infrastructure. Your data never leaves your control.

The Difference

Manual vs. Automated

Traditional Approach

  • Hours of research per article
  • Writer bottlenecks and delays
  • Inconsistent brand voice
  • Manual SEO optimization
  • Limited scale potential
  • High cost per article
Content Factory

AI-Powered Pipeline

  • Minutes from brief to draft
  • Parallel processing at scale
  • Consistent voice every time
  • Built-in SEO from the start
  • Unlimited scaling potential
  • Fraction of the cost

Ready to Transform Your Content?

Start generating quality content at scale. No credit card required for your free trial.