Invoice to Contract Reconciliation optimization using Vision, NLP and RAG
Invoice to Contract Reconciliation optimization using Vision, NLP and RAG The Challenge An organization requested a solution to process physical copies of invoice documents containing diverse content and structures. The objective is to extract text from these invoices and identify various elements, such as names or tags for entities, amounts, and other details related to […]
Digital Document Processing using Vision and NLP
Digital Document Processing using Vision and NLP The Challenge An American corporation, specializing in the sale of printing hardware and digital document products and services in over 160 countries, aims to develop comprehensive Intelligent Document Processing (IDP) solutions as microservices. The primary challenge involves the automatic identification of document types and the structured extraction of […]
Candidate Ranking optimization leveraging Candidate Resume and Job Description using Neural Networks
Candidate Ranking optimization leveraging Candidate Resume and Job Description using Neural Networks The Challenge In 2021-22, an HRTech client sought a recruitment assistance solution designed to parse resumes, rank candidates according to job descriptions, and extract key insights from interview transcripts. Tatras delivered a comprehensive backend solution addressing all these needs, utilizing classical Computer Vision, […]
Reducing Errors & Manual Interaction in Document Management Using ML/NLP
Reducing Errors & Manual Effort in Document Processing Using Vision and NLP The Challenge A real-estate technology firm had implemented a less efficient, semi-automated process to match and map data from a multitude of inspection reports with various formats, to an estimate for works needed. This process was time-consuming, error prone and expensive. Tatras was […]
Root Cause Analysis for deviation in fault rate in high precision Manufacturing
Root Cause Analysis for deviation in fault rate in high precision Manufacturing The Challenge Our client, a global leader in data storage solutions, had a problem in their manufacturing unit. They were experiencing high variance in failure rate of disks produced, from one day to the next. This caused losses due to scrapping as well […]