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Content & Article Engine

Researches, writes, scores and rewrites articles - with sourced claims and an editor in the loop.

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TRIGGER Topic plan audience, industry, topic DATA STEP Research & sources verified facts AI STEP Write draft structure + citations AI STEP Score SEO, AI-search, accuracy HUMAN CHECKPOINT Editor approval gate before upload RESULT Publish to CMS with media DATA STEP Audit & rewrite refresh weak pages TRIGGER Topic plan audience, industry, topic DATA STEP Research & sources verified facts AI STEP Write draft structure + citations AI STEP Score SEO, AI-search, accuracy HUMAN CHECKPOINT Editor approval gate before upload RESULT Publish to CMS with media DATA STEP Audit & rewrite refresh weak pages
TriggerData stepAI stepHuman checkpointResult

Aggregated main logic. Real projects add error handling, retries and logging around every step.

The problem

Quality content at scale needs research, consistent standards and constant refreshing of older pieces.

  1. Targets are built from audience, industry and topic lists so every article has a purpose.
  2. A writing agent drafts with sourced claims; a separate scorer checks it against versioned rubrics.
  3. Only approved articles are uploaded to the website; nothing publishes automatically.
  4. Existing pages are audited and queued for rewrites when they fall below the bar.

Want something like this?

Every build is custom. We start with a discovery call to understand your process and data.