TLDR Tech / Dev
The Insights Factory: how we run deep data investigations with LLM agents
The Insights Factory turns complex data inquiries into small, manageable, and auditable tasks executed by agents with human oversight. The system uses a structured markdown file to document each investigation, framing questions and tracking progress while maintaining a single source of truth to prevent errors from poor data. By effectively splitting tasks and using reusable skills, the methodology increases efficiency, allowing for detailed investigations to be much faster than before.
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