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    Automated Analytics Schema Generation for LLM-Powered Data Workflows

    Nimrod Fisher

    Problem

    Manually documenting tables, columns, and business logic is slow and inconsistent. Missing or outdated metadata reduces LLM accuracy and trust in analytics outputs.

    Solution

    Use a YAML template and a custom GPT to auto-generate a full schema.yml from context, lineage, and table definitions. All placeholders are filled with clear, consistent metadata—making the warehouse instantly LLM-ready.

    Walkthrough