Dynamic Airtable Extraction

Every new document type required a custom extraction script — brittle, slow, unmaintainable.

Schemas live in Airtable. At runtime: read schema → build dynamic LLM prompt → extract → validate → write back. Change the schema in Airtable, extraction adapts instantly. Zero code changes.