GenAI & workflow engineering / Open-source demo
MarketingOS
From business knowledge to a reviewed draft and a published CMS article, with human approval at the centre.
The problem
AI-generated content needs a reliable path from source evidence to editorial approval and publication.
What we built
A content workspace connects a business knowledge collection, optional local AI drafting, editorial checks, exact-revision approval and a separate CMS. Retry handling avoids duplicate articles after a lost acknowledgement.
Technology & approach
PythonOllamaStructured outputSQLiteDocker ComposeCMS integration
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