Figure 25.6: Unstructured to structured, at volume
Figure 25.6 Unstructured to structured, at volume. Messy documents are read for meaning into clean
records, and each field stays traceable back to the exact spot in the source it came from. What
makes the recipe safe is the confidence gate on the way out: rows the model is sure of flow
straight to the store, while any uncertain row (in accent) is diverted to a person rather than
written blindly. The gate, not the extraction, is the load-bearing part.