Best Text Mining Software

Compare the Top Text Mining Software as of December 2025

What is Text Mining Software?

Text mining software is a type of software that uses natural language processing (NLP) and machine learning to analyze text data. It can aid in collecting, analyzing, and organizing unstructured data from websites, emails, documents, and other sources for various applications. Text mining software has the capability to crawl web page content or conduct keyword searches to retrieve relevant information. Depending on the purpose, it can also identify relationships between topics or extract terms from different languages. Compare and read user reviews of the best Text Mining software currently available using the table below. This list is updated regularly.

  • 1
    Grooper
    Grooper was built from the ground up by BIS, a company with 35 years of continuous experience developing and delivering new technology. Grooper is an intelligent document processing and digital data integration solution that empowers organizations to extract meaningful information from paper/electronic documents and other forms of unstructured data. The platform combines patented and sophisticated image processing, capture technology, machine learning, natural language processing, and optical character recognition to enrich and embed human comprehension into data. By tackling tough challenges that other systems cannot resolve, Grooper has become the foundation for many industry-first solutions in healthcare, financial services, oil and gas, education, and government.
  • 2
    Amazon Textract
    Amazon Textract is a fully managed machine learning service that automatically extracts text and data from scanned documents that goes beyond simple optical character recognition (OCR) to identify, understand, and extract data from forms and tables. Many companies today extract data from scanned documents, such as PDF's, tables and forms, through manual data entry (that is slow, expensive and prone to errors), or through simple OCR software that requires manual configuration which needs to be updated each time the form changes to be usable. To overcome these manual processes, Textract uses machine learning to instantly read and process any type of document, accurately extracting text, forms, tables, and, other data without the need for any manual effort or custom code. With Textract you can quickly automate manual document activities, enabling you to process millions of document pages in hours.
  • 3
    Cognitive Workbench
    ExB offers an AI and ML Driven Cognitive Process Automation platform that allows insurance companies to convert any form of text into actionable information and insights for input management and process automation. Insurers can implement ready-to-use pre-trained policy management, claims management, text mining in reports, and invoice assessment modules, request us to train ad-hoc models for their unique business workflows, or directly utilize our Cognitive Workbench to independently create and train any sort of text mining and end-to-end input management models.
  • 4
    XtractEdge

    XtractEdge

    EdgeVerve

    Scale up and process millions of documents across the length and breadth of your enterprise. A one size fits all approach to document extraction, processing and comprehension does not apply in most enterprise scenarios. To successfully unlock business value from enterprise documents regardless of their complexity or domain specificity, a purpose-built document extraction, processing and comprehension platform like XtractEdge Platform is required. With its advanced AI capabilities that use an ensemble of various Machine Learning and Deep Learning based techniques, flexible data management and analytics pipelines, XtractEdge Platform structures world’s complex multi-document data, makes it consumption ready to unlock the latent business value. XtractEdge Platform optimizes the document extraction, processing and comprehension pipeline to help enterprises unlock business value faster.
  • 5
    Acodis

    Acodis

    Acodis

    Intelligent document processing automates the processing of data within documents, contextualizing the document, understanding the information, extracting it, and sending it to the right place. With Acodis, you can do all of this in just a few seconds. The world is full of unstructured data hidden in documents and it will be for a long time to come. That's why we built Acodis so that you can extract data from any document, in any language. Get structured data from any document with machine learning, in seconds. Build and combine document processing workflows with a few clicks, no coding required. Once you capture and automate your document's data, integrate the process into your existing systems. Acodis offers an easy-to-use user interface. This enables your team to automate document-related processes and enables you to make faster decisions based on machine learning. Use the REST client in the programming language that you are using and integrate it with your existing business tools.
  • 6
    Docugami

    Docugami

    Docugami

    Document engineering empowers business users with an impact on day one, without any massive investment in machine learning, staff training, or IT development. Analyze agreements for risk, pricing, and obligations.​ Avoid costly penalties, and escalators due to delays. Transform carrier plans into data, so your brokers can focus on selling, not data entry. Cut costs, and improve quality vs annual temp staffing. Scour your MSAs and SOWs for deliverables, pricing, liabilities, and legal risk.​ ​Avoid expensive surprises. Cut the cost of diligence in transactions. Identify price variations, renewal deadlines, sub-lease options, and tax issues across entire portfolios. Comply with tax laws, optimize rents, and avoid fees. Unlock the data in your unique documents to increase productivity, compliance, and insight. Re-paper legacy licenses to comply with new regulatory and customer requirements. Assure quality reviews and documentation.
  • 7
    Infinia ML

    Infinia ML

    Infinia ML

    Document processing is complicated, but it doesn’t have to be. Introducing an intelligent document processing platform that understands what you’re trying to find, extract, categorize, and format. Infinia ML uses machine learning to quickly grasp content in context, understanding not just words and charts, but the relationships between them. Whether your goal is process automation, predictive insights, relationship understanding, or a semantic search engine, we can build it with our end-to-end machine learning capabilities. Use machine learning to make better business decisions. We customize your code to address your specific business challenge, surfacing untapped opportunities, revealing hidden insights, and generating accurate predictions to help you zero in on success. Our intelligent document processing solutions aren’t magic. They’re based on advanced technology and decades of applied experience.
  • 8
    Instabase

    Instabase

    Instabase

    Important insights that enterprises require to serve customers and make decisions are buried in silos in huge volumes of data like invoices, physical contracts, applications, and more. Yet, 80% of enterprise data remains unstructured, and traditional approaches have failed to move the needle towards true automation. Unlocking this insightful information means transforming the customer journey, from onboarding to borrowing. What if you could automatically understand unstructured data that came into your organization, from emails and statements to customer data and contracts? Instabase is powering solutions that drive revenue and transform the bottom line across industries, from banking and insurance to healthcare and federal government. Swap between the best deep learning models as they emerge from Instabase and the market; host and run third-party models directly on the platform. Revolutionize how you serve customers and transform the cost base.
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