Semantic Evolution: Loan notices data extraction - Fimatix Semantic Evolution: Loan notices data extraction - Fimatix

Semantic Evolution: Loan notices data extraction

Industry

Corporate IT Sector

Service

Automation

Project

AI-driven Document Processing, Machine Learning-based Classification

Synopsis

A financial services client needed an automated solution to process 50,000 loan notices annually. The existing process was manual, time-consuming, and prone to errors.

The Challenge

A financial services client needed an automated solution to process 50,000 loan notices annually.

The existing process was manual, time-consuming, and prone to errors.

The Project

  • AI-driven Document Processing: Extracted key data points with minimal human intervention.
  • Machine Learning-based Classification: AI categorized loan notices based on metadata and content.

Project Delivery

1.AI-powered OCR for Data Extraction:

  • Scanned and digitized loan notices in real time.
  • AI validated extracted data against financial databases.

2.Automated Workflow Optimization:

  • AI-based quality checks ensured data accuracy.
  • Seamless integration with the client’s financial systems.

Benefits

  • 87% Time Savings: Faster data extraction and processing.
  • 95%+ STP Ratio: Reduced manual intervention.
  • Increased Accuracy: AI reduced data entry errors

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