Best Enterprise Qualitative Data Analysis Software
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Compare the Top Enterprise Qualitative Data Analysis Software as of June 2025
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What is Enterprise Qualitative Data Analysis Software?
Qualitative data analysis software helps researchers and analysts organize, interpret, and draw insights from non-numerical data such as interviews, text, images, and audio recordings. These tools enable users to categorize and code data, identify patterns, and track themes across datasets, making it easier to handle large amounts of qualitative information. Features often include data visualization, text search, and annotation capabilities, allowing for more structured and efficient analysis. By automating certain aspects of the analysis process, qualitative data analysis software improves accuracy and speeds up research workflows. Overall, this software is essential for researchers looking to analyze complex, narrative-rich data in areas like social sciences, market research, and healthcare. Compare and read user reviews of the best Enterprise Qualitative Data Analysis software currently available using the table below. This list is updated regularly.
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1
Tableau
Salesforce
Tableau, now enhanced with AI-powered capabilities and integrated with Salesforce, is an advanced analytics platform that helps businesses turn data into actionable insights. With Tableau Next, users can unlock the full potential of their data by accessing trusted AI-driven analytics. Whether deployed in the cloud, on-premises, or natively within Salesforce CRM, Tableau enables seamless data integration, powerful visualizations, and collaboration. The platform is designed to support organizations of all sizes in making data-driven decisions, while fostering a Data Culture through easy-to-use, intuitive tools for analysts, business leaders, IT leaders, and developers alike.Starting Price: $75/user/month -
2
Qualtrics XM Platform
Qualtrics
The Qualtrics XM Platform™ is a system of action, used by teams, departments, and entire organizations to manage the four core experiences of business—customer, product, employee and brand—on one platform. Over 10,000 enterprises worldwide, including more than 75 percent of the Fortune 100 and 99 of the top 100 U.S. business schools, rely on Qualtrics to consistently build products that people love, create more loyal customers, develop a phenomenal employee culture, and build iconic brands. Listen to the voice of your customers, improve the experience gap, increase loyalty and sales. With Qualtrics Customer XM, you get the power of the latest listening engine technology, business intelligence with predictive analytics, and all the actionable capabilities for timely closure. In this way, you will gain a holistic understanding of your customers' experience and take appropriate actions that result in significant impact. -
3
COSTAQDA
Global Centre for Academic Research
COSTAQDA: A Comprehensive Solution for Qualitative Data Analysis COSTAQDA (Coding, Ordering, Searching, Testing Analysis Qualitative Data Analysis) is an advanced software tool designed to cater to the intricate needs of researchers, academics, and organizations involved in qualitative and mixed-methods research. Created by Prof. King Costa, COSTAQDA is distinguished by its comprehensive functionality, user-friendly interface, and powerful collaborative features that streamline the entire qualitative data analysis process. At its core, COSTAQDA offers a versatile and dynamic environment for coding qualitative data. The software supports various coding techniques, including descriptive coding for labelling and categorizing data, narrative coding for identifying stories or sequences within the data, and causative coding for exploring cause-and-effect relationships.Starting Price: $80 -
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Discuss.io
Discuss.io
Discuss.io is a smart video platform that helps global brands and agencies plan, execute and share qualitative research conversations at scale. We help enterprise market researchers, UX researchers, product managers, sales professionals, brand managers and CX departments ramp consumer conversations and streamline the workflow. Built by market researchers, key features include live video interviews, mobile screen share, interactive whiteboards, built-in auto translation (100+ languages), powerful tagging and the Respondent Management Hub. Easily create clips of important moments and build a highlight reel that tells a story, without pouring through hours of video. In addition to a world-class technology platform, we can provide a range of market research services such as moderation, human translation, recruiting and program management through our marketplace. -
5
Kimola Cognitive
Kimola
Kimola Cognitive is a rock-solid Machine Learning Platform that enables users to grab reviews from 20+ channels and analyze + classify customer feedback -or any text data- automatically. Here are the TOP skills of Kimola Cognitive: - Scrape Web and Collect Reviews - Text Analysis with Entity Recognition - Analyze Data with Pre-Built models on Kimola Cognitive Gallery - Create, Train and Store Your Own Custom Models (No Coding Skills are Required) - Create Executive Summary, Generate SWOT Analysis and many powerful marketing materials using GPT Integration - Available in 6 languages (and counting!)Starting Price: $199 / 10000 Queries / month -
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Clootrack
Clootrack
Clootrack is an AI Superagent for Fastest Customer Intelligence. It gives access to actionable customer and market insights 7.5X faster, with both qualitative and quantitative analytics. It helps enterprises uncover the exact reasons behind customer sentiment, which is used to enhance overall customer experience, reduce customer churn, accelerate product development, and enter new markets. The insights are based on a comprehensive set of data, both first-party and online. Clootrack insights, including qualitative data, are 98% accurate. Our patented unsupervised analysis ensures qualitative insights are unbiased and actionable. The platform includes 1000+ connectors to enterprise data sources and can crawl data from online sources. -
7
SPC for Excel
BPI Consulting, LLC
SPC for Excel Software simplifies statistical charting and analysis. SPC for Excel helps you identify problem areas, gain insights into your data, spot trends, solve problems and improve processes all in the familiar environment of Excel. Whether you are a seasoned Black Belt or a novice, interested in Lean Six Sigma, Quality or process improvements, this software is for you. Get all the techniques you need for your charting and analysis. Technical support is free and there are no yearly fees. Discounts for multiple users. Site and enterprise licenses are available. Process Capability analysis - to meet your customer needs Control Charts and Histograms - to manage your processes Gage R&R Studies – to validate your measurement system Problem Solving Tools (Pareto, histogram, scatter, and more) - to help your team solve problems Advanced Data Analysis Tools (DOE, ANOVA, distribution fitting, regression, hypotheses testing, and more) – to meet your advanced needs.Starting Price: $329/one-time/user -
8
JMP Statistical Software
JMP Statistical Discovery
JMP, data analysis software for Mac and Windows, combines the strength of interactive visualization with powerful statistics. Importing and processing data is easy. The drag-and-drop interface, dynamically linked graphs, libraries of advanced analytic functionality, scripting language and ways of sharing findings with others, allows users to dig deeply into their data, with greater ease and speed. Originally developed in the 1980’s to capture the new value in GUI for personal computers, JMP remains dedicated to adding cutting-edge statistical methods and special analysis techniques from a variety of industries to the software’s functionality with each release. The organization's founder, John Sall, still serves as Chief Architect.Starting Price: $1320/year/user -
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Get insightful text analysis with machine learning that extracts, analyzes, and stores text. Train high-quality machine learning custom models without a single line of code with AutoML. Apply natural language understanding (NLU) to apps with Natural Language API. Use entity analysis to find and label fields within a document, including emails, chat, and social media, and then sentiment analysis to understand customer opinions to find actionable product and UX insights. Natural Language with speech-to-text API extracts insights from audio. Vision API adds optical character recognition (OCR) for scanned docs. Translation API understands sentiments in multiple languages. Use custom entity extraction to identify domain-specific entities within documents, many of which don’t appear in standard language models, without having to spend time or money on manual analysis. Train your own high-quality machine learning custom models to classify, extract, and detect sentiment.
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10
Medallia
Medallia
Medallia allows you to thoughtfully and systematically engage your users with targeted, in-the-moment surveys across digital and traditional touchpoints. Our easily implemented survey solutions ensure you're gathering relevant, actionable data to make measurable customer impact. Once the customer survey data is collected, Medallia's AI technology uses machine learning to analyze structured and unstructured data to uncover sentiment, find commonalities, predict behavior, anticipate needs and prescribe actions to improve experiences. Build the most effective surveys for your customer journeys. Rapidly manage change and innovation to every aspect of your experience management program—from design to emails, questions and translations—with sophisticated targeting logic, flexible conditioning and distribution. Medallia surveys allow you to -
11
DocDigitizer
DocDigitizer
Automate data capture with 100% accuracy. The only Data Capture platform that offers 100% accuracy with 2 lines of code. DocDigitizer unlocks amazing opportunities for partners: Integrators RPAs, ERPs, KYC/AML, and any Digital Transformation scenario. No initial setup, infrastructure, license fees, or troublesome implementation. A flexible cost per document payment structure. No minimum required, start small, scale up or down instantly. Much more than OCR and data capture. DocDigitizer curates the extracted data and validates it for you. Cognitive Data Capture for any human-readable content, Plug-and-Play, and 100% Accurate! We combine our proprietary cognitive data capture engine with an expertly-designed human-in-the-loop process delivering the speed and scale of machine automation with the quality that can come only from a human touch. We offer accuracy and affordability that traditional OCR solutions can’t match.Starting Price: $ 165.6 per month -
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Aurelius
Aurelius
Aurelius helps you gather all your research data, analyze it, capture insights, tie them to actionable outcomes, then search/share/organize and reuse all of that in one place. Aurelius offers: - near-human accurate transcriptions - powerful, flexible note-taking and tagging - automatic keyword analysis and AI features to help analysis - key insights - recommendations - automatic report builder - universal search - collections - Jira integration - Zoom integration - Zapier integration - SSO - advanced permissions and sharing - unlimited users - unlimited transcriptions - unlimited projects & data - best in class supportStarting Price: $49.00/month -
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ATLAS.ti
ATLAS.ti Scientific Software Development GmbH
Import from any source and manage all of your data and files in one software package. Then, start discovering valuable insights using intelligent automation to make more informed decisions – in hours, not days. Generate deep insights automatically, leveraging the latest AI and machine learning algorithms for faster results. Simply use codes to tag qualitative insights, and embrace auto coding plus team collaboration for lightning-speed outcomes. With ATLAS.ti, you can share your insights through clear visualizations that turn dull numbers into eye-opening results – presenting your conclusions with confidence.Starting Price: $10/£8/€9 per month -
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TC Analytics
TC Group Solutions
TC Analytics is a tool for Retail professionals that allows them to display the data collected by our people counting sensor regarding consumer behaviour at the point of sale in real time. Thanks to the monitoring of key management KPIs, you will be able to make decisions that will optimise your resources and maximise the return on your business. TC Analytics is equipped with the best technology on the market. VECTOR 4D sensors guarantee 99.5% reliability in people counting and offer a guarantee of success backed by 15 years of experience as well as the high satisfaction of our clients in more than 7,000 points of sale. Allows customer segmentation according to gender and age group. Identify the areas that attract the most attention by analysing customer behaviour at the point of sale.Starting Price: $65 per month -
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SummarizeBot
SummarizeBot
Enjoy your perfect AI-powered summaries. Our unique scientific-based algorithm allows everyone to be more efficient and effective. Enjoy your summary, the most important keywords and key phrases. We can summarize information almost from any file format, including pdf, mp3, doc, txt, jpg, etc. We apply state-of-the-art artificial intelligence, machine learning, natural language processing and blockchain technologies to simplify complex processes and automate what previously required human-level intelligence. SummarizeBot team at the moment focused on global scientific problems solving related to abstractive summarization, question-answering systems and predictive analytics for the fintech industry. The team constantly is invited to take part in international data science challenges and competitions, which allow us to be on the wave of the latest AI and machine learning trends.Starting Price: $179 per month -
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Daisee
daisee
Daisee builds technology to provide access to deep insight into the behavioural and emotional dynamics of your customers with the most accurate AI-powered, fully-automated AQM available for more impactful coaching, improved commercial outcomes and compliance monitoring. Daisee analyzes and automatically scores 100% of customer interactions using a world-first automated, digital quality scorecard. This automatically surfaces quality assurance issues that require human intervention in the areas of communication, compliance and conduct. Daisee enables you to see far beyond words alone, surfacing the underlying emotion hidden deep within your interactions – what your customers are really saying, thinking, and feeling. Daisee helps organisations create practical business value immediately, with software that is incredibly flexible and easy to deploy across any telephony system. Globally Daisee operates in Australia, New Zealand and the USA.Starting Price: $89/month -
17
Tetra Insights
Tetra Insights
Go from user research to shareable video insights in minutes. Automated video clips & highlights. Live Notes for real-time analysis & tagging. Easily upload audio & video content from anywhere. The qualitative data platform for insights-driven organizations. Single source of truth for all of your qualitative data. Spend less time managing and editing media files. We automate the heavy lifting of transcribing and preparing media files for analysis and tagging, so you can focus on generating meaningful insights. Instantly generate research clips and highlights. No more time-consuming and burdensome video editing. Simply tag moments from recordings, and our platform generates clips in real-time. Automatically index research projects. Submit your research plan, and we’ll index your recordings into questions, exercises, and themes so you can easily synthesize research findings without any manual effort.Starting Price: $77 per month -
18
Affect-Tag RX
Neotrope
Emotional Measurement for Objective Insights. Amplify Consumer and User Research with Cognitive data. Make objective and relevant decisions based on emotions. The Affect-tag RX solution delivers insightful and reliable emotional indicators through a secure web service and personal dashboard. The indicators are calculated from physiological data collected from the Affect-tag RX mobile application and its dedicated smartband. A light data acquisition tool that is easy to integrate into any Research fieldwork. Participants are fully engaged into their experience without any intrusive biases. Physiological data get processed within minutes using our propriatary algorithms.Starting Price: $1500 per month -
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QualSights
QualSights
QualSights is an immersive insights platform that provides brands, agencies and consulting firms the ability to generate deeper and more authentic insights from consumers anywhere in the world, in a dramatically faster and cost-effective way. Using proprietary technology, companies can collect real-time consumer insights by remotely observing and interacting with consumers as they shop for, use or consume products in their natural environment. QualSights is the first and only truly integrated solution that seamlessly supports mixed methods research studies, blending the advantages of qualitative and quantitative research to provide clients depth, authenticity, speed and agility within their studies. In addition to offering a variety of options to capture data, QualSights helps expedite analysis by providing a powerful suite of AI tools that make it easy to find and present the insights that matter.Starting Price: Free -
20
s.360
Samplemed
s360 is the only life underwriting platform you’ll ever need. A complete underwriting workbench connected to Automated underwriting, predictive models, tele and video interviews, accelerated underwriting, and API-integrated paramedical exams report collection – have full control over your case pipeline and operate elegantly and autonomously. Get deeper underwriting insights because it was designed with a data-focused philosophy. It transforms your medical unstructured data into structured insights. Rich in a variety of risk analysis channels - predictive models, interviews, automated underwriting, accelerated UDW, lab exams, and underwriting manuals, among other incredible features.Starting Price: $250,000 per year -
21
Semantria
Lexalytics
Semantria is a natural language processing (NLP) API from Lexalytics, leaders in enterprise sentiment analysis and text analytics since 2004. Semantria offers multi-layered sentiment analysis, categorization, entity recognition, theme analysis, intention detection and summarization in an easy-to-integrate RESTful API package. Semantria is totally customizable through graphical configuration tools, supports 24 languages, and can be deployed across private, public and hybrid clouds. Semantria scales effortlessly from single servers to entire data centers and back again to meet your on-demand processing needs. Integrate Semantria to add powerful, flexible text analytics and natural language processing capabilities to your cloud-based data analytics products or enterprise business intelligence infrastructure. Or add Lexalytics storage and visualization tools to create a complete business intelligence platform for storing, managing, analyzing and visualizing text documents. -
22
EnjoyHQ
UserTesting
Everything you need to build an effective research system. Centralize all your research data, improve collaboration, standardize your research process and share insights easily. Keep your classification system organized. Manage tags, properties and labels easily. Data security and privacy compliance. Trusted by private and public companies all over the world. Analyze your data and build helpful reports. Connect the dots between insights. Find anything in seconds. Hundreds of filters at your fingertips. AI powered search that works. Standardize your research practice by building templates that everybody can use. Empower more people to do better research. Deep integrations that give you real superpowers and access to customer feedback easily and say goodbye to complicated Zapier workflows. Upload files of all sizes and formats with no additional charges. Turn your audio or video recordings into timestamped transcripts. Get instant visibility of who’s engaging with insights.Starting Price: $25 per month -
23
Phocas Software
Phocas Software
Phocas offers a cloud-based BI and financial planning and analysis (FP&A) platform tailored for mid-market businesses who make, move and sell. Our intuitive platform makes data analysis and financial planning accessible and straightforward, empowering cross-functional teams to make confident, data-driven decisions. Seamlessly integrating with ERP systems like Epicor, Sage, and Infor, Phocas consolidates data into one centralized platform, unlocking ERP potential and improving workflows across the business. Phocas’ key features are: intuitive dashboards, ad hoc reporting, dynamic financial statements, flexible budgeting, accurate forecasting, and automated rebate management. With real-time insights and secure access, Phocas empowers cross-functional teams to explore data and make informed decisions confidently. Whether you're preparing month-end reports, analyzing trends, managing cash flow, or optimizing rebates, the Phocas platform provides the clarity you need to stay ahead. -
24
Voxco Survey Platform
Voxco
Voxco Survey Platform is a comprehensive, omnichannel solution designed to facilitate sophisticated data collection and analysis across various modes, including online, phone, and face-to-face surveys. With over 40 question types available in more than 100 languages, it enables users to create engaging and responsive surveys tailored to diverse research needs. The platform offers advanced features such as drag-and-drop survey design, complex logic implementation, and multimedia integration, ensuring a seamless and interactive respondent experience. Additionally, Voxco provides robust analytics capabilities, including real-time dashboards and in-depth reporting, allowing organizations to uncover actionable insights efficiently. Trusted by over 450 global clients in more than 40 countries, Voxco empowers businesses and researchers to capture and analyze feedback with ease. -
25
Semeon Analytics
Semeon Analytics
Semeon can help you understand and prioritize large-scale employee, customer and marketplace feedback data from anywhere like social, surveys, reviews and CRM data. Our platform automatically extracts the most relevant multi-word concepts from your data, measures sentiment and generates insightful dashboards. Available in 10+ native languages, government entities, security and defense agencies, brands and organizations around the world rely on Semeon’s technology to improve customer experience and citizens’ life, reduce operational costs and drive growth.Starting Price: $1200/month -
26
HyperRESEARCH
Researchware, Inc.
A simply powerful tool for qualitative research.Starting Price: $199.00/one-time/user -
27
LiveTiles
LiveTiles
An Enterprise intranet and digital workplace solution based on Microsoft SharePoint and Microsoft 365, that includes an employee communications platform, people Directory and all the tools you need for internal communications. The LiveTiles Everywhere panel lets you effortlessly glide between core business tools while working on the go in MS Teams and SharePoint. Some intranets are black holes where content vanishes unseen. LiveTiles Intranet is different. Across space and time, LiveTiles Intranet connects everyone. The LiveTiles Quantum platform optimizes your digital workplace with Analytics to drive decision-making, Bots to automate tedious tasks, and Directory to keep staff details current. From your office to the outer reaches of the workplace, the Reach app keeps all workers in the loop, regardless of location and device.Starting Price: $1200 / year -
28
Delve
Delve
Software to Analyze Qualitative Data. CAQDAS for coding in qualitative research. Analyze transcripts from in depth interviews and focus groups together with your team. Delve is a software to analyze qualitative data. It’s a simple to use, collaborative online qualitative analysis tool that allows you to find rigorous, human insights quickly. With Delve, you can deliver research reports that are more rigorous without sacrificing speed.Starting Price: $50 per user per month -
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Dovetail
Dovetail Research
Analyze data, collaborate on insights, and build your research repository. Discover opportunities and become a hero in your team. Discover patterns across a variety of qualitative research methods, unstructured data, and video files. Dovetail is analysis software you’ll love to use. Dovetail is a powerful way to discover patterns across interviews, usability testing, survey responses, and more. Organize tags into a hierarchy with intuitive controls like drag & drop, and extend your project with global tags. Turn qualitative data into quantitative data with highlights, and visualize your work with a variety of beautiful charts. Simply select text and highlight to add tags. Transcribe video recordings, discover patterns across interviews, usability tests, survey responses, and more. Turn qualitative data into quantitative data. Chart, filter, and segment themes across interview notes, transcripts, survey responses, and more.Starting Price: $29/user/month -
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Indeemo
Indeemo
Indeemo is an end-to-end, AI powered Video Research platform that helps MR, UX, and CX teams capture real-world insights through video, making it easier to understand people, products, and experiences deeper and at scale. Our platform combines in-app recruitment, incentive payments, an intuitive researcher dashboard with mobile apps that make it simple for participants to share videos, images, screen recordings, and text in any context at any time. Researchers can conduct 1:1 interviews and moderated usability testing or import video via our integrations with Zoom, MS Teams or Google Meet. Indeemo's advanced AI tools transcribe, translate, and analyze multimedia research content in 30+ languages, helping researchers surface insights faster. Our intuitive Reels editor makes it easy to trim and organize key video moments into impactful, shareable highlight reels.