GenAI
AI Documentation Generator
Living documentation generated from code, schemas, and lineage.
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The Challenge
Data platform documentation was perpetually out of date, eroding trust and slowing every new engineer down.
The Solution
Built an LLM-powered generator that reads schemas, dbt models, and lineage to produce and continuously refresh human-quality documentation.
Key Achievements
- Auto-generated documentation for hundreds of models
- Kept docs in sync with the platform automatically
- Cut onboarding time for new engineers significantly
Lessons Learned
Documentation that regenerates itself is documentation people actually trust — because it's never stale.
Let's build something intelligent together.
Whether you're modernising a data platform or bringing agentic AI into production, I'd love to hear what you're working on.