#667 — QA application data extractor

Repo: Twill-AI/facade State: closed | Status: done Assignee: meliascosta, nadddder

Created: 2025-10-22 · Updated: 2025-11-03

Description

Case 1:

  • Single file: EMS application.pdf
  • Merchant ID: 209068ee-1ddd-4f9f-a4aa-bac580201247
  • Issues/notes:
    • Business age (years) is wrong: 0 in file, but 1 in application.
    • Can we use a provided MCC code in luqra system to convert to our system?
    • Federal Tax ID is present in the doc, but EIN is not filled. (These are same)
    • Annual Revenue is hallucinated.
    • Average is present in file but missing in application
    • Date of Birth is extracted one day apart
    • Document uploaded doesn’t show up in the documents tab of application

Case 2:

Case 3:

  • Single file: W9 example 2 (1).pdf
  • Merchant ID: da81db57-15b6-4c90-b9cb-4bd0b96248cd
  • Issues/notes:
    • EIN is present but not extracted

Notes

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