Data extraction and IDP involves a pre-processing stage wherein OCR and machine learning
algorithms scan and evaluate the quality of the document – detects bad quality, automatically
enhances image quality or rejects poor quality documents if they cannot be enhanced.
This stage is crucial in the extraction process to ensure high-quality extraction through cleaning, organizing and transforming the raw data to meet expected quality SLAs or IDP and machine learning
mandates.
The initial phase of KlearStack Intelligent Document Processing begins with classifying the type
of document being processed. Classify document types like Invoices, Purchase Orders, Bill of Lading, Proforma Invoices, Credit Notes, ID Cards, etc.
Once the document is classified, the next and most significant step in the process is to extract valuable information from the documents. The OCR software recognizes characters and symbols on a document as
it scans the images and photographs of documents.
KlearStack’s Machine Learning models can extract specific fields, irrespective of the layouts. The model is continuously trained to understand the data extraction irrespective of layouts and formats/ field naming conventions.
Business Rules Validation
Increase operational efficiency and overall processing capacity with KlearStack’s Business Rules Validation engine for document extraction and processing.
Think beyond traditional OCR and RPA. Connect the dots and achieve higher order
Straight-Through-Processing with KlearStack AI. Using our three layered data validation
technology confidently automates straight through processing. Automatically highlight documents that fail any reconciliation checks.
Open RESTful APIs for seamless integrations with any accounting, ERP or RPA systems. Out-of-the-box integrations with SAP, QuickBooks, Traze, AWS S3 Bucket, Google Drive, Secure FTP, and more.
02/05
03/05
04/05
05/05
1.Solution Demonstration
2.Scoping Questionnaire
3.Image quality pre-requisites
4.High-level proposal
1.7 Days Free Trial
2.Assessment of Results
3.10% Straight-Through-Processing
1. Instance Creation
2.Training & Go-Live
3.60% STP
4.40% Effort Saving
1.Ongoing support
2.Ongoing ML updates
3.99% Accuracy
4.80% STP
5.70% Effort Saving
Complete data security, exclusivity and compliance.
Intelligently extract the document fields during automated document processing.
No need to train the model for every new document layout.
Speed up your operations with AI that learns and adapts.
Complete data security, exclusivity and compliance.
Utilizes ML to identify and extract the significant fields from the documents.
Intelligently extract the document fields during automated document processing.
Even if the invoice layout changes, ML models handle the data extraction smoothly.
