Best Text Mining Software

Compare the Top Text Mining Software as of July 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
    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.
  • 2
    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.
  • 3
    Rosette

    Rosette

    Basis Technology

    An adaptable platform for text analysis and discovery. Built for the most demanding text analytics applications and engineered to deliver high accuracy without sacrificing speed. A fully adaptable platform that is an ideal foundation for natural language processing applications. Text analytics fundamentals to prepare your data for analysis. Language-specific tools for tokenization, part-of-speech tagging, lemmatization, decompounding, and Chinese and Japanese readings for your input. Every language, including English, presents unique and difficult challenges for search applications to deliver relevant and precise results. Rosette® Base Linguistics (RBL) enables enterprise applications to effectively search or process text in many languages by providing a complete set of linguistic services. RBL enriches the original text in its native language for best-of-class natural language processing, improving speed and accuracy.
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