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Over the past few years, data has exploded. It is projected that by 2025, data will grow to over 180 zettabytes globally. Yes, you read that correctly, zettabytes. In the world of big data, most of that data is unstructured. Unstructured data can be anything, including media, imaging, audio, sensor…

Introduction In this article, we will learn how to build a question-answering (QA) system with the Haystack model using text data from our Developer portal as the knowledge base. Let’s see how we can improve the current search capabilities of the portal with this QA system. Suppose you need to become…

At the end of this article you will have an understanding of what Question Answering (QA) is, types of QA models and how they work. Introduction Remember when you were in high school, in English exams, you would have a section where you were expected to read a passage and…

Query and answering in Mantium. Introduction Document Intelligence is a domain of information processing that focuses on structured documents, such as PDFs. Structured documents encode information not only in their text, but also in the layout of their elements, including textual, stylistic, geometric, and graphical elements.  Document Intelligence aims to…

If you are looking to start an AI initiative, your enterprise should understand data science and the importance of this highly specialized field. The future of successful business depends on artificial intelligence and machine learning. According to a recent IDC Perspective, “How Does Data Culture Drive Enterprise Intelligence,” 83% of…

Employees in the insurance industry have spent productive hours applying domain knowledge to extract insights from documents, and perform mundane data entry and document review tasks. Intelligent Document Processing can change this. The promise of the paperless office has not yet reached the document-driven industry of insurance, instead, insurance providers…

This article will describe how we delivered a document processing solution that helped a distribution company save 97% while ensuring ease of use and transparency.  Introduction Using the Mantium platform and AWS Textract, a distribution company for one of the world’s foremost consumer brands saved 97% on the cost of…

Protecting Extracted Health Information with AWS Textract & Comprehend Introduction In this article, we will learn how to automate document processing workflows to achieve compliance obligations with sensitive health care information. Aside from compliance obligations, protecting health information allows the data to be used for other applications without the risk…

When you attend an event hosted by SaaStr, an organization named one of the Top 100 Blogs for Entrepreneurs by Forbes, it only seems right to come back and write a blog post about our experience. We had a great time at SaaStr 2022! Thank you to the organizers for…