As explained in the article "What affects data extraction accuracy," poor image quality is one of the primary indirect causes of inaccurate data extraction.
Specifically, problems like skewed, crumpled, or distorted receipts can cause:
Misplaced information where OCR misaligns the extracted data
Loss of context that is required for accurate interpretation
Incorrect identification of line items, totals, and other critical fields
Our new document layout correction technology directly addresses these specific challenges by intelligently reconstructing and aligning document elements even when severely distorted.
What specific document quality problems does Graph-Based Dewrapping technology solve at Veryfi?
While our knowledge base outlines multiple causes of poor extraction (including blurriness, low resolution, and bleed-through text), this technology specifically targets:
Document skew and warping: Corrects angular distortion and curved surfaces
Text element misalignment: Brings line items, descriptions, prices, and totals to the same level
Structural reconstruction: Rebuilds logical document layout even from severely distorted source materials
How does this solution fit into Veryfi's overall approach to document quality?
This technology complements our existing document quality recommendations:
It works alongside our blur detection capabilities
Enhances the effectiveness of our OCR score indicators
Provides an additional layer of correction beyond basic deskewing
For customers already following our best practices for document capture, this technology further improves extraction results by addressing previously challenging distortion scenarios.
Which verticals benefit most from this technology?
Industries with high volumes of problematic document quality will see the greatest impact:
Travel & Expense Management
Consumer Loyalty Programs
Any use case where correct data extraction on the line item level is required
How to get early access?
Contact your account representative directly or email support@veryfi.com with the subject line "Document Layout Correction - Early Access Request. Please include information about your current document processing challenges, particularly those related to image quality and distortion, including some samples. We will take it from there.