KRASSTAX

PROBLEM

ONE PARSER IS NOT ENOUGH.

Business documents come in very different shapes. A single extraction path creates blind spots.

ONE PARSER IS NOT ENOUGH.

BUSINESS DOCUMENTS

  • SUPPLIER INVOICE

  • RECEIPT

  • PAYOUT REPORT

  • BANK STATEMENT

  • PAYROLL SUMMARY

  • RENT CONTRACT

  1. ONE-PATH PARSER

    Same strategy for every shape

BLIND SPOTS

  • MISSED TABLES

  • WRONG FALLBACKS

  • MANUAL REVIEW

WHY LUCY IS DIFFERENT

  • ROUTES BY DOCUMENT TYPE

    Identify first, then choose.

  • USES MULTIPLE EXTRACTION PATHS

    Parallel strategies maximize coverage.

  • NORMALIZES INTO ONE DOMAIN MODEL

    Same structure. Consistent meaning.

  • REVIEWS ONLY WHEN NEEDED

    Confidence first. Humans on exceptions.

  • WEIRD SHAPES

    Different documents need different strategies.

  • PARTIAL EXTRACTION

    Tables and entities do not always survive OCR.

  • SILENT RISK

    Naive fallbacks can create wrong results.

  • BETTER MODEL

    Lucy is built for controlled ambiguity.

View original artwork
The slide positions Lucy as a layered document-understanding engine rather than a single parser.