How AI Understands Your Documents

6 min read

Our AI uses a multi-layer approach to understand documents:

1. Visual Analysis

  • Identifies document type from visual patterns
  • Understands layout and structure
  • Recognizes tables, headers, and sections

2. Semantic Understanding

  • Extracts meaning from text
  • Understands business context
  • Identifies key data points

3. Validation & Enrichment

  • Cross-references data points
  • Validates against business rules
  • Enriches with external data

4. Continuous Learning

  • Adapts to new document types
  • Learns from corrections
  • Improves accuracy over time

What This Means in Practice

When you upload a receipt to ScribeosAI:

  1. Visual Analysis identifies it as a receipt and locates the vendor name, date, and amounts
  2. Semantic Understanding recognizes "Staples" as an office supply vendor
  3. Validation checks that the line items add up to the total
  4. Learning remembers that you usually categorize Staples purchases as "Office Supplies"

Each document makes the system smarter for the next one.

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