Alternatives to AWAI
Compare AWAI alternatives for your business or organization using the curated list below. SourceForge ranks the best alternatives to AWAI in 2026. Compare features, ratings, user reviews, pricing, and more from AWAI competitors and alternatives in order to make an informed decision for your business.
-
1
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
Spot
Spot
Spot is the virtual hub for your organization– bringing the spirit and utility of being in the same physical office to a digital experience. -Easily share multiple screens, stickies, images, and documents. It's as easy as dragging and dropping. -Use an existing template or build from scratch. Everything is completely customizable from the floorplan to the furniture. -Engineered and optimized specifically for a web experience. Anyone can join instantly with just a web browser. -Meet in real-time and stay connected afterwards. All the accommodations of team chat and statuses built directly into the workplace.Starting Price: Free -
3
SPC for Excel
BPI Consulting, LLC
SPC for Excel pioneered accessible, affordable Statistical Process Control inside Excel, and has grown into a professional-grade solution trusted by quality practitioners worldwide. Built for quality engineers, quality managers, and Lean Six Sigma practitioners, it pairs the familiarity of Excel with the analytical depth professionals rely on every day. Trusted by 100,000+ professionals in over 80 countries since 1995. The software includes: • Process Capability Analysis — to meet customer requirements • Control Charts and Histograms — to manage and monitor processes • Gage R&R — to validate the measurement system • Problem-Solving Tools (Pareto, scatter, and more) — to support team problem-solving • Advanced Analysis (DOE, ANOVA, regression, hypothesis testing) — for advanced analytical needs A one-time, perpetual license — no annual or maintenance fees, with installation on two computers per user.Starting Price: $329/one-time/user -
4
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
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 -
6
Cauliflower
Cauliflower
Whether for a service or a product, whether a snapshot or monitoring over time - Cauliflower processes feedback and comments from various application areas. Using Artificial Intelligence (AI), Cauliflower identifies the most important topics, their relevance, evaluation and relationships. In-house developed machine learning models for the extraction of content and evaluation of sentiment. Intuitive dashboards with filter options and drill-downs. Use included variables for language, weight, ID, time or location. Define your own filter variables in the dropdown. Cauliflower translates the results into a uniform language if required. Define a company-wide language about customer feedback instead of reading it sporadically and quoting individual opinions. -
7
TextRazor
TextRazor
The TextRazor API helps you extract and understand the Who, What, Why and How from your news stories with unprecedented accuracy and speed. Entity Extraction, Disambiguation and Linking. Keyphrase Extraction. Automatic Topic Tagging and Classification. All in 12 languages. Deep analysis of your content to extract Relations, Typed Dependencies between words and Synonyms, enabling powerful context aware semantic applications. Rapidly extract custom products, companies and build problem specific rules for tagging your content with your own categories. TextRazor offers a complete cloud or self-hosted text analysis infrastructure. We combine state-of-the-art natural language processing techniques with a comprehensive knowledgebase of real-life facts to help rapidly extract the value from your documents, tweets or web pages.Starting Price: $200 per month -
8
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. -
9
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. -
10
DeepSee
DeepSee
Putting humans back in charge of the automation. DeepSee empowers knowledge workers with AI techniques to turn data into powerful business assets. Solving real problems for real people. Knowledge is power, and equipping subject-matter experts with the right tools to sift through all the noise has never been more critical to business success. DeepSee created the Knowledge Process Automation (KPA) platform to mine unstructured data, operationalize AI-powered insights, and automate results into real-time action for the enterprise. We’re putting deep knowledge and the power of AI back into human hands. For enterprises across every major business sector, driving strong performance isn’t just about tracking KPIs. Today, competitive advantage is fueled by understanding trends, predictions, and outliers. The DeepSee platform extracts, processes, and transforms untapped data into these key competitive insights in real time — eliminating complexities between analysis and action. -
11
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. -
12
Citibeats
Citibeats
Citibeats is the artificial intelligence platform that searches for and analyzes large amounts of text from citizens. Citibeats makes sense of this data, as it identifies useful social facts and trends for companies and institutions. The platform adapts flexibly to the context in which users' needs and opinions are expressed and is capable of interpreting them, regardless of language, data source and text structure. The tool is very easy to implement and customizable, since it allows you to monitor information in changing environments on a large scale and in real time in order to act quickly and efficiently. The Citibeats algorithm combines Natural Language Processing technology and Machine Learning to filter relevant content, classify user opinions and information into categories, and automatically extract insights and patterns, as well as predict more accurately the real impact of any decision or action taken. -
13
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. -
14
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. -
15
Quala
ReliCheck
ReliCheck Quala is a native Mac application for qualitative analysis in social, behavioral, and health science research. Bring in interviews, open-ended survey responses, and field notes, then move from raw text to themes you can defend. Build a codebook, code passages, and group codes into themes with the supporting quotes attached to every claim. Quala keeps the evidence trail visible, so you can show a reviewer exactly which passages sit behind each finding, and it tracks trustworthiness criteria including credibility and dependability as you work. The workflow suits a thesis, a dissertation, a program evaluation, or a small team study, and it does not ask you to learn a scripting language first. ReliCheck Intelligence assists with coding suggestions and theme drafting on device, so transcripts and participant text stay on your Mac. -
16
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. -
17
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. -
18
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. -
19
Luminoso
Luminoso Technologies Inc.
Luminoso turns unstructured text data into business-critical insights. Using common-sense artificial intelligence to understand language, we empower organizations to discover, interpret, and act on what people are telling them. Requiring little setup, maintenance, training, or data input, Luminoso combines world-leading natural language understanding technology with a vast knowledge base to learn words from context – like humans do – and accurately analyze text in minutes, not months. Our software provides native support in over a dozen languages, so leaders can explore relationships in data, make sense of feedback, and triage inquiries to drive value, fast. Luminoso is privately held and headquartered in Boston, MA.Starting Price: $1250/month -
20
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 -
21
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 -
22
Visual Layer
Visual Layer
Visual Layer is a platform for working with large volumes of image and video data. It supports visual search, filtering, tagging, and dataset structuring across raw files, metadata, and labels. No code is required, and both technical and non-technical teams use it in production. Common applications include curating datasets for machine learning, auditing visual content for compliance, reviewing surveillance material, and preparing media for downstream platforms. The platform detects duplicates, mislabeled items, outliers, and low-quality files to improve data quality before model training or operational decision-making. It is model-agnostic, supports both cloud and on-premise deployment, and is built by the creators of Fastdup, the widely used open-source tool for visual deduplication.Starting Price: $200/month -
23
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 -
24
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. -
25
ComplianceAgent
ComplianceAgent
ComplianceAgent builds self-serve EU AI Act compliance tools. Live now: the EU AI Act Article 50 Transparency Checker — a free, deterministic web tool. Answer five plain-language questions and it returns exactly which Article 50 transparency obligations apply to a product like yours: disclosing AI interaction, marking AI-generated content, labeling deepfakes, and notifying people of emotion recognition or biometric categorization. Each result is tied to the governing paragraph of Regulation (EU) 2024/1689 and the August 2, 2026 enforcement date. The logic is deterministic: every answer maps to a specific provision, so article numbers and dates are looked up, not generated by an AI model, and cannot be fabricated. Results display instantly on the page. No account, no login, nothing stored. A starting-point diagnostic, not legal advice.Starting Price: Free -
26
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 -
27
Gate
University of Sheffield
If you need to solve a problem with text analysis or language processing, you're in the right place! GATE is an open source software toolkit capable of solving almost any text processing problem. It has a mature and extensive community of developers, users, educators, students and scientists. It is used by corporations, SMEs, research labs and Universities worldwide. It has a world-class team of language processing developers. GATE is open source free software, users can obtain free support from the user and developer community via GATE.ac.uk or on a commercial basis from our industrial partners. We are the biggest open source language processing project with a development team more than double the size of the largest comparable projects (many of which are integrated with GATE2). More than €5 million has been invested in GATE development3, our objective is to make sure that this continues to be money well spent for all GATE's users. -
28
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. -
29
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. -
30
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 -
31
Azure Text Analytics
Microsoft
Mine insights in unstructured text using NLP—no machine-learning expertise required—using text analytics, a collection of features from Cognitive Service for Language. Gain a deeper understanding of customer opinions with sentiment analysis. Identify key phrases and entities such as people, places, and organizations to understand common topics and trends. Classify medical terminology using domain-specific, pretrained models. Evaluate text in a wide range of languages. Identify important concepts in text, including key phrases and named entities such as people, events, and organizations. Examine what customers are saying about your brand and analyze sentiments around specific topics through opinion mining. Extract insights from unstructured clinical documents such as doctors' notes, electronic health records, and patient intake forms using text analytics for health. -
32
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 -
33
OutlierKit
OutlierKit
OutlierKit is a YouTube growth tool that helps creators identify what to make next by using data, not guesswork. It finds low-competition, high-RPM keywords, tracks trending topics in real time, and uncovers profitable niches. Key features include: - Low-Competition Keyword Finder: Find keywords with high search volume & low creator saturation. - High-RPM Keyword Detection: Identify keywords likely to generate better ad revenue. - Niche Explorer: Discover underserved content areas worth targeting. - Real-Time Trend Analysis: Stay ahead of what's gaining traction on YouTube. - Outlier Video Detection: Spot high-performing videos in your niche to replicate success. - AI YouTube Coach: Get content ideas, titles, & strategies tailored to your channel. How it works: You input a topic or niche. OutlierKit scans YouTube data to surface keyword opportunities, trending content, and breakout videos. It then gives you actionable insights on what to create and how to position it.Starting Price: $15/month -
34
WizWhy
WizSoft
WizWhy determines how the values of one field in the data are affected by the values of other fields. The system performs its analysis based on one field selected by the user as the dependent variable, while the other fields are the independent variables (or conditions). The dependent variable can be analyzed as either Boolean or continuous. The user can fine-tune the analysis by defining parameters such as the minimum probability of the rules, the minimum number of cases in each rule and the cost of a miss vs. the cost of false alarm. WizWhy reveals and lists the rules that relate between the dependent variable and other fields (conditions). The rules are formulated as if-then and if-and-only-if statements. On the basis of the discovered rules WizWhy points out the main patterns, the unexpected rules (interesting phenomena) and the unexpected cases in the data. WizWhy can issue predictions for new cases on the basis of the discovered rules. -
35
JADBio AutoML
JADBio
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 -
36
Nava Insights
Nava Insights
Nava Insights is the only self-serve platform built around real-time customer voice conversation. Sign up, set up a study, and our AI moderator interviews hundreds of people at once in 20+ languages. It listens, responds in the flow of dialogue, and probes in the moment on what each person actually says, the way a human moderator would. That reaches a depth surveys, text, and one-way recordings can't. Most AI-powered customer interview tools hide behind a demo wall and enterprise contracts. Nava doesn't. Start free, pay a transparent $35 per quality-passed interview, no sales call, no per-seat fees. And a 300M+ panel across 150+ countries is one click away, so you never have to find your own participants. Design, recruit, interview, and analyze in one workflow. Every insight is traceable back to the exact quote and audio, and NavaGPT lets you keep exploring the data after the interviews end. Used for market research, UX, concept testing, brand, and employee insights.Starting Price: $35 per Interview -
37
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 -
38
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.Starting Price: $36.53 -
39
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 -
40
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 -
41
OpenText Unstructured Data Analytics
OpenText
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. -
42
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 -
43
Datastory
Datastory
Datastory is an AI analytics and reporting platform that connects tools like GA4, Google Ads, Shopify, Search Console, Facebook Ads, Instagram, and TikTok, then uses GPT‑4 to turn that data into clear, daily insights. It automatically analyzes performance, detects trends and anomalies, and sends plain‑language summaries and alerts into WhatsApp, Slack, email, and web so teams can see what changed, why it changed, and what to do next without building dashboards or manual reports.Starting Price: 39 -
44
Pinstriped
Pinstriped
Ready to use templates based on interviews with key employees from large tech firms about how they run their meetings. Give attendees easy access to notes, actions or other content from any browser. Prepare your team before the meeting and follow up with actions and decisions afterwards. -
45
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. -
46
Iris.ai
Iris.ai
Iris.ai is a world-leading and award-winning AI engine for scientific text understanding. It is a comprehensive platform for all research-related knowledge processing needs. Our Researcher Workspace solution provides smart search and a wide range of smart filters, reading list analysis, auto-generated summaries, autonomous extraction, and systematising of data. Iris.ai allows humans to focus on value creation by saving 75% of a researcher’s time, doing specialised, interdisciplinary field analysis to an above human level of accuracy. Its algorithms for text similarity, tabular data extraction, domain-specific entity representation learning, and entity disambiguation and linking measure up to the best in the world. Its machine builds a comprehensive knowledge graph containing all entities and their linkages to allow humans to learn from it, use it, and give feedback to the system. Applying these features to scientific and technical text is a complicated challenge few others can achieve. -
47
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 -
48
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. -
49
Vaizle
Vaizle
Vaizle AI is a GPT-style Meta Ads analysis tool that converts any plain-language question into instant, visual insights. No more navigating Ads Manager or exporting spreadsheets—just select your ad account, ask your question, and get clear answers in seconds. Why marketers love it: • Instant clarity on KPIs, audiences, creatives, and performance trends • Auto-generated tables and charts you can copy or download • Multi-account comparisons in one conversation • Natural language queries—no dashboard learning curve How it works: Connect your Meta ad accounts, chat in any major language, and Vaizle AI pulls and refreshes your data daily. Export visuals and share insights instantly. Who it’s for: Agencies, e-commerce brands, and in-house marketers who need fast, accurate Meta Ads insights.Starting Price: $22 / month -
50
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.