Alternatives to Quala

Compare Quala alternatives for your business or organization using the curated list below. SourceForge ranks the best alternatives to Quala in 2026. Compare features, ratings, user reviews, pricing, and more from Quala competitors and alternatives in order to make an informed decision for your business.

  • 1
    Google Cloud Natural Language API
    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.
  • 2
    Discuss.io

    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.
  • 3
    Semeon Analytics

    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
  • 4
    MM Studio

    MM Studio

    ReliCheck

    ReliCheck MM Studio is a native Mac application for mixed methods research, built for studies that combine quantitative and qualitative data in one analysis. It walks you through a convergent design, from raw data to a report you can defend. Bring survey numbers and open-ended responses into one project. Run descriptive and inferential statistics on one strand, code text into themes on the other, then merge them in a joint display to see where the evidence converges and where it pulls apart. MM Studio tracks trustworthiness and rigor as you go and assembles your findings into a finished report. Every step, from the data map through the joint display, stays documented, so your integration decisions stay transparent to a reviewer. ReliCheck Intelligence assists with coding and interpretation on device, so transcripts and participant text stay on your Mac.
    Starting Price: $15.99/month
  • 5
    Skimle

    Skimle

    Skimle

    Skimle transforms unstructured qualitative data into structured, analyzable datasets using AI. Unlike RAG chatbots that retrieve random passages, Skimle systematically processes entire document sets upfront—analyzing each section, extracting insights, and organizing them into hierarchical theme taxonomies. Upload interview transcripts, PDFs, audio/video, reports, or any qualitative data. Skimle's worklow (inspired by academic thematic analysis) codes every passage, identifies patterns, and creates a "spreadsheet" where documents are rows and themes are columns. Every insight links to verified quotes - no hallucinations. 100+ languages, 1,000+ docs/project, GDPR-compliant EU storage, full traceability (themes↔quotes), editable categories, AI reasoning chat, export to Word/Excel/PowerPoint reports etc. Why different: Combines academic-grade rigor with AI speed. What takes weeks in NVivo or other legacy tools takes hours in Skimle, with full audit trails for peer review.
    Starting Price: $0
  • 6
    QCAmap

    QCAmap

    QCAmap

    QCAmap is an open access web application for systematic text analysis in scientific projects based on the techniques of qualitative content analysis. QCAmap can be used within research projects in e.g. psychology, sociology, education, economics, linguistic sciences, to analyze small and large amounts of any text material and images coming from interviews, group discussions, observation protocols, documents, open-ended questionnaire items and others. Qualitative Content Analysis is a strictly rule-guided procedure containing qualitative steps (assignment of categories to text passages and images) and quantitative steps (analysis of category frequencies). We have developed a web-based interactive software package, which leads you step by step through the different techniques of Qualitative Content Analysis. The software is free available. All your old projects are migrated to the new version and can be used as normal.
  • 7
    QDA Miner

    QDA Miner

    Provalis Research

    QDA Miner Lite is a free and easy-to-use version of our popular computer-assisted qualitative analysis software. It can be used for the analysis of textual data such as interview and news transcripts, open-ended responses, etc. as well as for the analysis of still images. Importation of documents from plain text, RTF, HTML, PDF as well as data stored in Excel, MS Access, CSV, tab-delimited text files. Importation from other qualitative coding software such as Atlas.ti, HyperResearch, Ethnograph, from transcription tools like Transana and Transcriber as well as from Reference Information System (.RIS) files. Ability to add comments (or memos) to coded segments, cases, or the whole project. Coding retrieval with Boolean (and, or, not) and proximity operators (includes, enclosed, near, before, after). Export tables to XLS, Tab Delimited, CSV formats, and Word format. Interface and help file in English, French, and Spanish.
  • 8
    Viable

    Viable

    Viable

    Our process for analyzing qualitative data used to be incredibly manual, and a huge time suck. With their AI, we're able to find the needle in the haystack really easily. Go beyond sentiment analysis with a weekly report of the most important compliments, complaints, questions, and requests sorted by volume and urgency. Each theme tracks changes over time and contains a summary, urgency score, product sub-themes, user profiles, and more. Use viable to analyze sales call transcripts, customer support tickets, market research, employee surveys, and more. Our platform includes unlimited seats and integrations at every tier, no matter the size of your company. You just need 500 data points to get started. Each section of our report includes details on the people discussing that theme. Our AI uses customer traits and metadata to run true analysis and make recommendations based on details like NPS scores, customer tiers, regions, and more — the same way a human would.
    Starting Price: $600 per month
  • 9
    Delve

    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
  • 10
    Canvs

    Canvs

    Canvs AI

    Canvs AI is an insights platform that transforms open-ended text from surveys, social media, transcripts, product reviews, and more into conversational intelligence about how people feel and why. Canvs is used by some of the world’s most admired brands, research agencies, and media and entertainment companies to accelerate time-to-insights, deepen understanding of audiences, and reduce the cost of analysis. Automate the analysis of open-ended text to quickly unlock consumer insights with deep, nuanced emotional context and high analytical confidence. Quickly explore, filter, and compare findings and generate stunning data visualizations with Canvs’ intuitive, easy-to-use insights portal. Streamline analysis of open-ends in your brand and concept tests and automate the coding of unaided awareness, recall and attribute questions. Quickly identify and categorize the sentiment and emotions associated with responses and respondents.
  • 11
    Slidesgo

    Slidesgo

    Slidesgo

    Most of the elements are editable to allow our users to customize the template as much as possible. However, there might be a resource that belongs to the design itself, and thus it cannot be modified from the slide. In such cases, you will find the resource in the master slides. Reach to your customers and followers on Social Media using our free easy-to-edit Google Slides themes and PowerPoint templates. Use the best School PowerPoint templates and Google Slides themes to engage your students and educators with your presentations. All slide designs are easy to edit and 100% free to use. If you are ready to defend your dissertation, our free Thesis Defense PPT templates and Google Slides themes are a great tool for you to impress the committee and get that degree you have always wanted.
    Starting Price: $239 per year
  • 12
    WordBinary

    WordBinary

    WordBinary

    WordBinary is an academic integrity and writing support platform for students, researchers, educators, institutions and content teams. It combines AI text detection, plagiarism checking, grammar review, source code similarity detection and self-plagiarism analysis in a workspace. Users can upload documents, view percentage-based results, inspect highlighted passages, identify matched sources and download PDF-based reports for review or record-keeping. WordBinary supports responsible decision-making rather than replacing human judgement, making it useful for assignments, dissertations, research papers, articles, reports and institutional workflows. Its multilingual capabilities, credit-based access and user-friendly interface help people evaluate content efficiently without relying on separate tools. By combining transparency, affordability and reporting, WordBinary provides a dependable solution for improving originality, writing quality and confidence before submission or publication.
    Starting Price: $30
  • 13
    Quanta

    Quanta

    ReliCheck

    ReliCheck Quanta is a native Mac application for statistical analysis in social, behavioral, and health science research. Load your data, pick a method, and get results with assumption checks and plain-language interpretation built in, so you know not just the number but whether you can trust it. Quanta covers descriptive statistics, t-tests, ANOVA, chi-square, correlation, regression, and reliability analysis including Cronbach's alpha. Each procedure reports effect sizes and the diagnostics reviewers ask for, in tables you can drop into a manuscript or report. Quanta is built for researchers who are not statisticians. It flags violated assumptions and shows the work behind every number, so findings hold up under review. Built for Apple silicon, Quanta runs double-precision calculations on your Mac, and your data stays on your machine.
    Starting Price: $9.99/month
  • 14
    Transana

    Transana

    Spurgeon Woods

    Import large quantities of text into Transana in plain text, from Word files or RTF documents. Categorize and code it. Import, transcribe, code and analyze up to 4 simultaneous media files. Locate media Clips in context and export Clip videos. Import still images or capture images from your video data in Transana. Crop, categorize and code with coding shapes. Embed images into your Documents and Transcripts. Import survey data in spreadsheet form for qualitative analysis. Select questions for automatic coding during import, and use Transana’s powerful analysis tools to get the most from your survey responses. Convert your video files to an analysis-friendly format using Transana’s simple conversion tool.
  • 15
    Relative Insight

    Relative Insight

    Relative Insight

    With a background in protecting children online, our comparative text analysis platform extracts business value from your text data. Relative Insight’s technology helps marketing insights professionals and brand specialists like you extract more value out of the text data you’ve already got. By utilizing a comparative approach, our platform helps you to generate rich audience insights quickly and at scale. This adds sophistication and science to your qualitative analysis. Equipped with unique marketing insights, brands can develop sharper communications, better brand positioning, and more resonant campaigns. Our platform will help you decipher and embrace your unstructured data and reduce the time it takes to analyze. This same approach can be used to analyze other primary research transcripts including videos, interviews, and focus groups, you’re sitting on a data goldmine! Relative Insight enables you to compare your brand messaging against competitors.
  • 16
    Sorcero

    Sorcero

    Sorcero

    Sorcero is an AI-powered platform designed to transform complex medical data into actionable insights for the life sciences industry. With its suite of products, including Medical Insights Management, Intelligent Publication Monitoring, Plain Language Summaries, and Intelligent Systematic Literature Review, Sorcero unifies and analyzes unstructured and structured data from a variety of sources. By using AI to analyze medical themes, notes, and research, Sorcero delivers high-quality, easy-to-understand answers to complex medical questions, helping teams in Medical Affairs, Pharmacovigilance, and Regulatory Affairs drive more informed decisions. The platform supports rapid literature monitoring, content generation, and evidence-based decision-making, ultimately boosting patient outcomes and enhancing operational efficiency.
  • 17
    Tetra Insights

    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
    BuildBetter

    BuildBetter

    BuildBetter

    Make better product decisions 5x faster. Find the signal in the noise - BuildBetter's proprietary Signal Engine powers everything from search to extractions, organizing, and summarizing your qualitative data. Find 78% more insights from your customers with existing data compared to teams using manual product research tools. A quantum leap in qualitative analysis. Save on average 200 hours a year on organizing insights from your customers into topics, themes, problems, and more. Summarizations that are so good it almost feels like cheating. Whether it's a summary of a call, a topic, a feature request, and anything else BuildBetter can process, we can turn it into sharable insights. Internal, external, and everything in between. BuildBetter's proprietary Call Intelligence powered by Signal Engine allows you to track and analyze every call that comes into your product team.
  • 19
    NVivo

    NVivo

    Lumivero

    NVivo helps you discover more from your qualitative and mixed methods data. Uncover richer insights and produce clearly articulated, defensible findings backed by rigorous evidence. Work more efficiently, conduct deeper analysis from more sources, and defend your findings with NVivo. NVivo features best-in-class capability options for all researchers, so you can ask more of your data. Evaluate and communicate program, community and policy impact with clear evidence. Identify ways to evaluate and increase the impact of not-for-profit programs and initiatives. Analyze population health to influence policies, practices, treatments, and education.
  • 20
    COSTAQDA

    COSTAQDA

    Global Centre for Academic Research

    COSTAQDA: A Comprehensive Solution for Qualitative Data Analysis and Literature Review, Integrating AI Efficiencies for Optimum Results COSTAQDA (Coding, Ordering, Searching, Testing, Analysis) is an advanced, purpose-built software solution designed to address the complex and evolving needs of researchers, academics, and organisations engaged in qualitative and mixed-methods research. Developed by Prof. King Costa, the platform stands out for its methodological depth, user-friendly interface, and robust collaborative architecture, enabling users to seamlessly navigate the entire research process from data management to final interpretation. At its core, COSTAQDA provides a versatile and dynamic environment for qualitative data coding and analysis. The software supports a wide range of coding techniques, including descriptive coding for systematic data categorisation, narrative coding for capturing stories and lived experiences.
  • 21
    MAXQDA

    MAXQDA

    VERBI Software

    Analyze all kinds of data – from texts to images and audio/video files, websites, tweets, focus group discussions, survey responses, and much more. MAXQDA is at once powerful and easy-to-use, innovative and user-friendly, as well as the only leading QDA software that is 100% identical on Windows and Mac. No matter how you conducted your interviews in the field – MAXQDA can handle all files. Import handwritten notes, audio and video recordings, transcripts from transcription services and Word or PDF files with highlighting and comments. Assign your documents specific colors and organize them in document groups by location, time, topic, or category for example. Easily transcribe audio or video files with the integrated MAXQDA transcription tool. Directly begin to code your data, add memos, and paraphrase while you transcribe, to make sure that you get all of your first ideas down right when they come to you.
    Starting Price: $45 per user per month
  • 22
    Semantria

    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.
  • 23
    InsightLab

    InsightLab

    InsightLab

    InsightLab is an AI-powered user research and analysis platform designed to streamline the extraction of insights from qualitative data. It enables users to analyze interviews, sales calls, lectures, and more, transforming open-ended survey responses and conversations into clear themes and actionable insights. The platform offers features such as automated transcription, thematic analysis, and the ability to handle data in over 70 languages, facilitating efficient and scalable qualitative research. InsightLab's AI-driven interviews allow for dynamic, conversational surveys that adapt to participant responses, providing depth comparable to traditional user interviews but at the scale of surveys. This approach helps uncover the underlying reasons behind customer behaviors, aiding product teams in making informed decisions that resonate with their target audience.
    Starting Price: $15 per month
  • 24
    Recap

    Recap

    Recap

    Smart split and summarize with ChatGPT. An open-source browser extension lets you easily summarize any portion of any webpage with ChatGPT. Recap is an open-source browser extension to summarize text on a webpage with ChatGPT. Recap splits the article into passages so that you can easily summarize any part of the article. You need a ChatGPT account to do the actual summarization work. Auto-split the article into passages. Summarize entire pages, summarize the text in a passage, recap previous content before a passage, and summarize the user-selected text. Supports ChatGPT, supports official OpenAI API. Custom prompt, toggle enable/disable for individual domain or page. Supports user configuration for different sites. Dark mode and keyboard shortcut support.
    Starting Price: Free
  • 25
    Search10K

    Search10K

    Search10K

    Search10K is an AI platform that turns SEC filings into clear, decision-ready insights for equity researchers, investors, analysts, and competitive intelligence teams. Search by keyword or ticker with synonym expansion, filter multiple companies at once, exclude exhibits to reduce false positives, and jump to highlighted passages. Explore the Theme Browser or create your own themes, track sentiment and risk over time, compare peers, and surface signals like M&A activity with dashboards and treemaps. Export filings in bulk HTML, export results to CSV, set alerts, and plug into your workflow with APIs, with both new and historical filings updated regularly.
  • 26
    Fluency Tutor
    Features including text-to-speech, dictionary and translation tools, help struggling readers. By giving them access to support tools that help build their understanding and confidence. Teachers can share reading passages with their class and receive recordings of the assigned passages back. Helping to keep students reading, whether they’re in class or at home and avoid any learning loss. Share passages with individual students, or with the entire class using Google Drive or Google Classroom 'share' function. Provides extra help for students with text-to-speech, dictionary, picture dictionary and translation tools. Students can record their own assigned reading passages whenever and wherever it suits them and share back with their teacher. Friendly dashboard interface for teachers & students.
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    ATLAS.ti

    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
  • 28
    QualSights

    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
  • 29
    Quirkos

    Quirkos

    Quirkos

    Quirkos gives a visual, cheap and intuitive way to qualitatively analyse text data. Designed around a unique bubble interface, Quirkos is easy to learn and use, giving intuitive insights into data. Live collaboration, side-by-side comparisons and powerful visualisations help users uncover interesting findings. Available as cloud based, or offline software, with identical features and compatibility across Windows, Mac and Linux.
    Starting Price: $6 per user per month
  • 30
    Clootrack

    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.
  • 31
    ColBERT

    ColBERT

    Future Data Systems

    ColBERT is a fast and accurate retrieval model, enabling scalable BERT-based search over large text collections in tens of milliseconds. It relies on fine-grained contextual late interaction: it encodes each passage into a matrix of token-level embeddings. At search time, it embeds every query into another matrix and efficiently finds passages that contextually match the query using scalable vector-similarity (MaxSim) operators. These rich interactions allow ColBERT to surpass the quality of single-vector representation models while scaling efficiently to large corpora. The toolkit includes components for retrieval, reranking, evaluation, and response analysis, facilitating end-to-end workflows. ColBERT integrates with Pyserini for retrieval and provides integrated evaluation for multi-stage pipelines. It also includes a module for detailed analysis of input prompts and LLM responses, addressing reliability concerns with LLM APIs and non-deterministic behavior in Mixture-of-Experts.
    Starting Price: Free
  • 32
    HyperRESEARCH

    HyperRESEARCH

    Researchware, Inc.

    A simply powerful tool for qualitative research.
    Starting Price: $199.00/one-time/user
  • 33
    CATMA

    CATMA

    CATMA

    CATMA is a web application for text annotation, analysis and visualization. It is specifically designed to emulate the flexible workflows of hermeneutic text interpretation. In CATMA you can work the way, which best fits your research question: qualitative or quantitative, bottom-up and exploratory, or descriptive and taxonomy-guided, individually or in a team—you choose. Version 6 comes with a bunch of new features. CATMA’s architecture is now centered around projects. Projects can contain Documents, Annotations, Tagsets and Members. The new roles-and-rights management options for project members make collaborative annotation easier to structure and organize. Analysis options via queries and visualizations have been improved and are now closely integrated. A set of pre-selected standard queries as well as several new visualization options are available. The user interface has been given a complete makeover. With its new and clear look, CATMA is now even more intuitive to use.
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    Beehive AI

    Beehive AI

    Beehive AI

    Uncover hidden opportunities and Identify practical ways to grow your business. Learn which products or services to add in order to increase the value of your orders. Tailor your ad messaging and targeting to naturally occurring segments and reduce your CPA. Discover the barriers and motivations that drive retention for different segments. Connect by continuously asking simple, contextual open-ended questions through social ads, emails, messaging and throughout the customer journey. Understand responses and automatically classify motivations, needs, and desires through AI. Get dynamic, ongoing, and granular insights to drive tailored actions.
  • 35
    PassagePoint
    Improve your company image and streamline the visitor registration process with PassagePoint, an on-premise security platform designed to enhance the safety and security of your facility. PassagePoint’s extensive customization capabilities and add-ons are specifically designed for school districts, global corporations, multi-tenant buildings and hospitals with unique security requirements worldwide. PassagePoint’s enhanced feature set can be added as required; web pre-registration, Single Sign-On and our Control Center module to centrally manage multiple locations with unique policies and settings. This scalable architecture enables integration with external systems, such as physical access control, HL7 interface, Denied Party Screening Services and the National Sex Offender Registry to provide an additional layer of security required for enterprise-level systems. STOPware offers a wide range of hardware components supported to speed up the visitor check-in process.
  • 36
    Passage Health

    Passage Health

    Passage Health

    Passage Health is an all-in-one EMR designed specifically for ABA practices. We bring together clinical documentation and data collection, streamlined scheduling, automated billing, authorization tracking, intake management, analytics and more in one intuitive system. Passage helping teams grow, save time, bill faster, reduce errors, and focus on delivering quality care. With powerful reporting and real-time insights, Passage empowers practice owners to make data-driven decisions and achieve sustainable growth.
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    Tisane

    Tisane

    Tisane Labs

    Tisane is NLU API with a focus on abusive content and law enforcement needs. Tisane detects: * hate speech * cyberbullying * criminal activity * sexual advances * attempts to establish external contact and more. Tisane classifies the actual issue, and pinpoints the offending text fragment; optionally, explanation can be supplied for a sanity check or audit purposes. Tisane supports 30 languages, even if the text contains slang and obfuscation.
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    TILDE

    TILDE

    ielab

    TILDE (Term Independent Likelihood moDEl) is a passage re-ranking and expansion framework built on BERT, designed to enhance retrieval performance by combining sparse term matching with deep contextual representations. The original TILDE model pre-computes term weights across the entire BERT vocabulary, which can lead to large index sizes. To address this, TILDEv2 introduces a more efficient approach by computing term weights only for terms present in expanded passages, resulting in indexes that are 99% smaller than those of the original TILDE. This efficiency is achieved by leveraging TILDE as a passage expansion model, where passages are expanded using top-k terms (e.g., top 200) to enrich their content. It provides scripts for indexing collections, re-ranking BM25 results, and training models using datasets like MS MARCO.
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    Tosmana

    Tosmana

    Lasse Cronqvist

    Tosmana is a tool for Qualitative Comparative Analysis (QCA). The software can be used for csQCA (Crisp-Set Qualitative Comparative Analysis) and mvQCA (Multi-Value QCA) calculations. More informations about QCA can be found on the website of Charles Ragin and the COMPASSS Research Group. The development of this software started in the year 2000, and after some years of discontinuity, the release of version 1.4 in June 2016 marks the resumption of work on TOSMANA. A website reset followed in June 2016 as well. The simple way to include data with TOSMANA is to copy data directly from a spreadsheet program. To do so, open the data set in a spreadsheet program. Select all cells with data in the data set and copy. Please remember to include variable names in the first row. In TOSMANA, select File>Import from Clipboard in the menu. The data will be loaded to the software and will replace existing data. After the successful import, you should save your file in the format used.
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    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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    JADBio AutoML
    JADBio is a state-of-the-art automated Machine Learning Platform without the need for coding. With its breakthrough algorithms it can solve open problems in machine learning. Anybody can use it and perform a sophisticated and correct machine learning analysis even if they do not know any math, statistics, or coding. It is purpose-built for life science data and particularly molecular data. This means that it can deal with the idiosyncrasies of molecular data such as very low sample size and very high number of measured quantities that could reach to millions. Life scientists need it to understand what are the features and biomarkers that are predictive and important, what is their role, and get intuition about the molecular mechanisms involved. Knowledge discovery is often more important than a predictive model. So, JADBio focuses on feature selection and its interpretation.
    Starting Price: Free
  • 42
    Kimola Cognitive
    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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    CustomWritings.com

    CustomWritings.com

    CustomWritings.com

    A well-written paper can be a great help for your studies, but how can you make sure its content is original? To help our customers define the quality of our writing assistance, we suggest using a free plagiarism checker. It's a complex system for the detection of non-original pieces of text. With its help, you can quickly check if the content of your essay, research paper, thesis, or other academic papers is unique. In the same way, you can check either a long writing piece (e.g. a dissertation), or a short one (e.g. an article) and get results straight away. Another great advantage of this option is that you can use it online and for free. You can order a non-plagiarized custom written paper and just forget about it. A professional writer will handle the requirements of your assignment and craft a well-organized and plagiarism-free work, so will not have to worry about the possible similarity of its text. Read more about CustomWritings.com and our custom academic writing services.
    Starting Price: $10 per two weeks
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    SimpleX

    SimpleX

    Simple Decisions

    Handle text data with a no-code console that can read natural language. Never again with a spreadsheet. Spreadsheets have no clue about words meaning and languages. You do, and SimpleX does too. No complicated queries nor machine learning gibberish. A.I. is well hidden behind a simple and intuitive UI. Analyze 10x faster free text answers. Import, tag, categorize, and filter hundreds of quotes in seconds. Our A.I. does all the heavy lifting for you. Instant treemaps or word clouds, ready to be pasted in your presentation. And tidy exports with all the right insights. Understands and processes natively 50 languages, even mixed up. Deals with up to 10k text answers such as quotes, feedback, comments, and reviews. Extracts insights 10 times faster thanks to AI-powered analytical features. Performs in real-time time-consuming tasks you thought only humans could do. Sophisticated AI is a simple & friendly solution.
    Starting Price: €6 per month
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    Goldpan

    Goldpan

    Goldpan

    The scheduling, interviewing, re-scheduling, recording interviews, transcription and markup. The data-validity checking, researching and selecting the best data-processes for the job. Conducting forced ranking interviews that give precise results, know exactly why you lose deals, align teams and prioritize critical insights that can be viewed any time. The most common method is to interview prospects and buyers by phone, transcribing the audio and looking for running themes behind their behavior, create trustworthy buyer personas, backed created from current research, not cooked up eight years ago by an intern. Sales leaders understand what goals and problems your buyers genuinely face. They understand if their sales team is being too pushy in their process or perhaps not understanding client pains as the competition.
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    Primer

    Primer

    Primer.ai

    Encode your knowledge into machine learning models that can automate text-based workflows at scale with human-level quality. Build your own models from scratch, retrain our world-class models for your specific task, or use Primer models off-the-shelf. Anyone in your organization can build and train models using Primer Automate — no coding or technical skills required. Add a structured layer of intelligence on top of your data and create a scalable, self-curating knowledge base that can sift through billions of documents in seconds. Find answers to critical questions quickly, monitor updates in real time, and automatically generate easy-to-read reports. Process all of your documents, emails, PDFs, text messages, and social media to find the information that matters most. Primer Extract uses cutting-edge machine learning tools to help you explore your data quickly, and at scale. Going beyond keyword search, Extract also gives you translation, OCR, and image recognition capabilities.
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    Tellet

    Tellet

    Tellet

    Let Tellet's AI interviewer conduct, summarize, and analyse hundreds of interviews in an instant, empowering your team to focus and deliver on the most strategic tasks at hand. Customize your AI interviewer by setting your objective, questions and context. Tellet's AI conducts in-depth qualitative interviews via voice, text or video in one of 30 languages. Use AI to create instant actionable reports that identify themes, patterns and key quotes along with interesting outliers.
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    Conveo

    Conveo

    Conveo

    Conveo is an AI-powered platform for qualitative research that helps teams design, conduct, and analyze interviews (video and voice) with real people across consumers, users, and audiences. From start to finish, it supports defining the research brief, recruiting participants, interviewing asynchronously, analyzing video responses with AI (extracting themes, clips, consumer behavior), and producing insights & storytelling for stakeholders. Studies that might typically take 6 weeks are reduced to about 3 days. It offers features like interview-guide drafting (just provide business objectives or an uploaded brief), global recruitment of interviewees, asynchronous interviews (so people can respond on their own schedule), and fast, automated video analysis. Use cases include concept & creative testing, product usage & experience testing, brand positioning/awareness, uncovering consumer behavior, etc.
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    Aptitude

    Aptitude

    Aptitude

    Let our AI conduct and analyze conversations with hundreds of customers, delivering the depth of an interview at the scale of a survey. Replace manual research methods with AI-moderated interviews and understand your customers at speed and scale. Customize your own AI interviewer by building your own discussion guide, adding moderator instructions, and adding relevant files about your study. Conduct hundreds of interviews at once. Our AI interviewer engages participants in meaningful conversations and delves deeper to uncover the reasoning behind their responses. Effortlessly summarizes transcripts, identifies key themes, and delivers actionable insights to help you make informed decisions that drive business growth. Aptitude offers a range of use cases to fully understand your customers, inside and out. Get deep qualitative and quantitative feedback on new products. Automatically interview churned users so you can get feedback immediately.
    Starting Price: $99 per month
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    Indeemo

    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.