Intelligent document processing

Intelligent document processing

AI and NLP powered intelligent document processing solution

Intelligent document processing

AI and NLP powered intelligent document processing solution

An AI-Powered Intelligent Document Processing Solution driving exceptional value for clients!

Researches show that over 80% of data in enterprises are unstructured. There is immense value hidden under piles of unstructured content that remains unharnessed. Processes around extracting information from unstructured data is heavily manual, time consuming and error prone. Hence, companies are grappling with challenges of generating meaningful information from vast volumes of unstructured data.

How is EXL XTRAKTO.AI™ different

Capability

Capability to ingest and process multiple document types (structured, semi-structured, unstructured) from heterogeneous sources/multiple formats (.doc, .pdf, .jpg, .tiff, .html, etc.), including handwritten documents

Architecture

Robust architecture driven by ML engineering principles and implemented using cloud technologies to support seamless processing of large volumes at high speeds

Strong domain

Strong domain and operational expertise leveraged for solution development and for human in the loop validation(optional)

Flexible, Modular and Domain-agnostic solution

Flexible, Modular and Domain-agnostic solution with inbuilt AI/ML, NLP and Computer Vision modules for quick business applicability

Proprietary stack of NLP/ NLU

State of the art Machine Learning Operations ensures seamless run and maintain support through model monitoring and continous enhancements with no to minimal client involvement

Optimal partnership options

Optimal mix of proprietary components and partners based on requirements of each use case and flexible solution implementation constructs

AI/NLP modules have the following key features:

  • Built using Deep Learning models such as BERT, spaCy and ML techniques (such as SVM)
  • Capable of extracting text from unstructured and semi-structured documents
  • Ability to handle a wide variety of document formats such as EML, DOC, DOCX and PDF

Solution highlights

Xtrakto
Xtrakto
Xtrakto

Integration with upstream systems, Ingestion and
pre-processing

Xtrakto

Document classification and information extraction

Xtrakto

Post processing and Extracted data enrichment

Xtrakto

Human in the loop for validation of extracted data

Xtrakto

Output integration with downstream systems

Xtrakto

  • Integration with upstream systems, Ingestion and pre-processing
  • Document classification and information extraction
  • Post processing and Extracted data enrichment
  • Human in the loop for validation of extracted data
  • Output integration with downstream systems

Proven outcomes

Reduced cost and manual effort
Improvement in turn around time
Improvement in accuracy
Featured insights
An IDP solution integrated with Gen AI harnesses sophisticated context-understanding capabilities to effectively classify and extract data from semi-structured and unstructured documents.
Eighty percent of healthcare data is unstructured, and that volume is expected to continue growing, according to research by IDC. In fact, in 2020, it was projected that there could be as much as 2,314 exabytes of new healthcare data generated*. With increasing revenue pressure and reduced resources, it’s harder and harder for healthcare organizations to manage such large amounts of data.
Reduce cost, save time and eliminate human error for a game-changing customer experience that accelerates onboarding and lowers exposure to risk.
Demand for NLP/AI powered EXL XTRAKTO.AI™ solutions to decrease manual content processing is exploding.
A large health benefits management firm responsible for administering high quality healthcare to millions of patients.
Insurance might be commonly regarded, from the outside at least, as being one of the most traditional industries. But behind that stereotype, powerful transformation is beginning to take place using some of the most innovative solutions available today.