Best Unstructured Data Analysis Tools

Compare the Top Unstructured Data Analysis Tools as of May 2025

What are Unstructured Data Analysis Tools?

Unstructured data analysis tools help organizations process and extract insights from data that lacks a predefined format, such as text, images, and audio. Leveraging AI, machine learning, and natural language processing, these tools identify patterns, sentiments, and trends within vast amounts of raw information. They are widely used for tasks like sentiment analysis, document classification, and image recognition, enabling businesses to make data-driven decisions from complex, unstructured datasets. Unstructured data analysis tools can also be used to process unstructured data for use in LLM RAG. Compare and read user reviews of the best Unstructured Data Analysis tools currently available using the table below. This list is updated regularly.

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    Etlworks

    Etlworks

    Etlworks

    Etlworks is a modern, cloud-first, any-to-any data integration platform that scales with the business. It can connect to business applications, databases, and structured, semi-structured, and unstructured data of any type, shape, and size. You can create, test, and schedule very complex data integration and automation scenarios and data integration APIs in no time, right in the browser, using an intuitive drag-and-drop interface, scripting languages, and SQL. Etlworks supports real-time change data capture (CDC) from all major databases, EDI transformations, and many other fundamental data integration tasks. Most importantly, it really works as advertised.
    Starting Price: $300 per month
  • 2
    Anatics

    Anatics

    Anatics

    Data transformation and marketing analysis for enterprise. Driving confidence in your marketing investment and returns on advertising spend. Unstructured data is bad data and puts marketing decisions at risk. Extract, transform and load your data; run marketing programs with confidence. Connect and centralize your marketing data in anaticsTM. Load, normalize and transform your data in meaningful ways. Analyze and track your data; drive marketing performance. Collect, prepare and analyze all your marketing data. Say bye-bye to manually extracting data from different platforms. Fully automated data integration from more +400 data sources. Export the data to your chosen destinations. Store your raw data safely in the cloud so you can access them anytime you want. Back up your marketing plans with data. Focus your resources on action and growth, not downloading endless spreadsheets and CSV files.
    Starting Price: $500 per month
  • 3
    Dataleyk

    Dataleyk

    Dataleyk

    Dataleyk is the secure, fully-managed cloud data platform for SMBs. Our mission is to make Big Data analytics easy and accessible to all. Dataleyk is the missing link in reaching your data-driven goals. Our platform makes it quick and easy to have a stable, flexible and reliable cloud data lake with near-zero technical knowledge. Bring all of your company data from every single source, explore with SQL and visualize with your favorite BI tool or our advanced built-in graphs. Modernize your data warehousing with Dataleyk. Our state-of-the-art cloud data platform is ready to handle your scalable structured and unstructured data. Data is an asset, Dataleyk is a secure, cloud data platform that encrypts all of your data and offers on-demand data warehousing. Zero maintenance, as an objective, may not be easy to achieve. But as an initiative, it can be a driver for significant delivery improvements and transformational results.
    Starting Price: €0.1 per GB
  • 4
    i2

    i2

    N. Harris Computer Corporation

    Turn overwhelming and disparate data from multiple sources into actionable intelligence in near-real time to make informed decisions. Quickly find hidden connections and critical patterns buried in internal, external, and open-source data. Experience i2’s world-class intelligence analysis software for yourself. Request an i2 demo and learn how to uncover critical connections and hidden insights faster than ever. Track critical missions across law enforcement, fraud and financial crime, military defense, and national security and intelligence sectors with the i2 intelligence analysis platform. Capture and fuse structured and unstructured data from internal and external sources, including OSINT and dark web data, to provide an expansive data pool to search and discover over. Fuse advanced analytics with sophisticated geospatial, visual, graph, temporal, and social analysis capabilities to give analysts greater situational awareness.
  • 5
    BDB Platform

    BDB Platform

    Big Data BizViz

    BDB is a modern data analytics and BI platform which can skillfully dive deep into your data to provide actionable insights. It is deployable on the cloud as well as on-premise. Our exclusive microservices based architecture has the elements of Data Preparation, Predictive, Pipeline and Dashboard designer to provide customized solutions and scalable analytics to different industries. BDB’s strong NLP based search enables the user to unleash the power of data on desktop, tablets and mobile as well. BDB has various ingrained data connectors, and it can connect to multiple commonly used data sources, applications, third party API’s, IoT, social media, etc. in real-time. It lets you connect to RDBMS, Big data, FTP/ SFTP Server, flat files, web services, etc. and manage structured, semi-structured as well as unstructured data. Start your journey to advanced analytics today.
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    Synomia

    Synomia

    Synomia

    Thanks to AI, transform your semantic data into insights to objectify your strategic decisions and guide your actions. A pioneer in Artificial Intelligence and owner of semantic data processing technologies, Synomia transforms large amounts of unstructured data into insights to enable brands to better objectify their strategies and activation systems. Identify tomorrow's trends based on the massive analysis of strong and weak signals in your market. Find the most impactful angles of attack for your digital strategies. We master all semantic AI technologies, which we activate according to the needs of our customers: supervised or unsupervised machine learning and rule-based systems. Semantic AI makes it possible to analyze a large number of sources and makes it possible to set up methodologies oriented towards discovery and novelty, it is the key to strategies truly aligned with the expectations of its targets.
  • 7
    Cloudera Data Platform
    Unlock the potential of private and public clouds with the only hybrid data platform for modern data architectures with data anywhere. Cloudera is a hybrid data platform designed for unmatched freedom to choose—any cloud, any analytics, any data. Cloudera delivers faster and easier data management and data analytics for data anywhere, with optimal performance, scalability, and security. With Cloudera you get all the advantages of private cloud and public cloud for faster time to value and increased IT control. Cloudera provides the freedom to securely move data, applications, and users bi-directionally between the data center and multiple data clouds, regardless of where your data lives.
  • 8
    Data Lakes on AWS
    Many Amazon Web Services (AWS) customers require a data storage and analytics solution that offers more agility and flexibility than traditional data management systems. A data lake is a new and increasingly popular way to store and analyze data because it allows companies to manage multiple data types from a wide variety of sources, and store this data, structured and unstructured, in a centralized repository. The AWS Cloud provides many of the building blocks required to help customers implement a secure, flexible, and cost-effective data lake. These include AWS managed services that help ingest, store, find, process, and analyze both structured and unstructured data. To support our customers as they build data lakes, AWS offers the data lake solution, which is an automated reference implementation that deploys a highly available, cost-effective data lake architecture on the AWS Cloud along with a user-friendly console for searching and requesting datasets.
  • 9
    VoyagerAnalytics

    VoyagerAnalytics

    Voyager Labs

    Every day, an immense amount of publicly available, unstructured data is produced on the open, deep, and dark web. The ability to gain immediate and actionable insights from this vast amount of data is critical for any investigation. VoyagerAnalytics is an AI-based analysis platform, designed to analyze massive amounts of unstructured open, deep, and dark web data, as well as internal data, in order to reveal actionable insights. The platform enables investigators to uncover social whereabouts and hidden connections between entities and focus on the most relevant leads and critical pieces of information from an ocean of unstructured data. Simplify data gathering, analysis and smart visualization that would take months to handle. It presents the most relevant and important information in near real-time, saving resources normally spent retrieving, processing, and analyzing vast amounts of unstructured data.
  • 10
    EY Cloud Data IQ
    Data in its raw state is like an uncut diamond. It needs to be processed and polished before its true value can be realized. EY Cloud Data IQ is designed to do exactly that, a subscription-based data analytics platform created specifically for wealth and asset management firms, it supports companies to reap the benefits of data to better serve investors, regulators, and markets. The EY Cloud Data IQ platform is hosted in the cloud and supported by an EY-managed service. It uses advanced visualizations and Artificial Intelligence (AI) to provide companies with a real-time, integrated view of customers’ interactions, intuitive client reporting, and detailed management information. The platform combines structured and unstructured data — such as social media activity, and audio and video streams — into one reliable and transparent resource.
  • 11
    Restructured
    Restructured is an AI-powered platform designed to help businesses extract insights from unstructured data at scale. Whether dealing with documents, images, audio, or video, it combines LLM capabilities with advanced search and retrieval methods to not only index information but also understand it in context. Restructured transforms massive datasets into actionable insights, making complex data easy to navigate and analyze.
    Starting Price: $99/user/month
  • 12
    Palantir Gotham

    Palantir Gotham

    Palantir Technologies

    Integrate, manage, secure, and analyze all of your enterprise data. Organizations have data. Lots of it. Structured data like log files, spreadsheets, and tables. Unstructured data like emails, documents, images, and videos. This data is typically stored in disconnected systems, where it rapidly diversifies in type, increases in volume, and becomes more difficult to use every day. The people who rely on this data don't think in terms of rows, columns, or raw text. They think in terms of their organization's mission and the challenges they face. They need a way to ask questions about their data and receive answers in a language they understand. Enter the Palantir Gotham Platform. Palantir Gotham integrates and transforms data, regardless of type or volume, into a single, coherent data asset. As data flows into the platform, it is enriched and mapped into meaningfully defined objects — people, places, things, and events — and the relationships that connect them.
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    OpenText Unstructured Data Analytics
    OpenText™ Unstructured Data Analytics products employ AI and machine learning to help organizations uncover and leverage key insights stored deep within their unstructured data, including text, audio, video, and images. Organizations can connect all their data to understand the context and information locked inside high-growth unstructured content—at scale. Discover insights hidden within all types of media with unified text, speech, and video analytics that support more than 1,500 data formats. Use natural language processing, optical character recognition (OCR), and other AI-powered models to understand and track the meaning within unstructured data. Employ the latest innovations in machine learning and deep neural networks to understand written and spoken language in data, revealing greater insights.
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    Innodata

    Innodata

    Innodata

    We Make Data for the World's Most Valuable Companies Innodata solves your toughest data engineering challenges using artificial intelligence and human expertise. Innodata provides the services and solutions you need to harness digital data at scale and drive digital disruption in your industry. We securely and efficiently collect & label your most complex and sensitive data, delivering near-100% accurate ground truth for AI and ML models. Our easy-to-use API ingests your unstructured data (such as contracts and medical records) and generates normalized, schema-compliant structured XML for your downstream applications and analytics. We ensure that your mission-critical databases are accurate and always up-to-date.
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