Best Web-Based Insight Engines of 2025

A powerful data analysis and visualization platform specifically designed for market research data. Harmoni can do it all, from data processing to analysis, reporting and visualization, as well as distribution, alerts and distribution. Spend less time processing data and more time analysing it. Harmoni automates your job. Harmoni makes it easy to share valuable and actionable insights with stakeholders. Although market research budgets are shrinking in number, expectations are increasing. Harmoni allows you to slice and dice data as the questions are asked. Harmoni allows you to combine multiple data sources into one usable set. Harmoni supports many data sources including IBM SPSS®, SQL and Microsoft Excel, CSV, tab delimited files, Dimensions and more. Harmoni is integrated with popular market research platforms such as Voxco and FocusVision Decipher.

Elastic is a search company. Elasticsearch, Kibana Beats, Logstash, and Elasticsearch are the founders of the ElasticStack. These SaaS offerings allow data to be used in real-time and at scale for analytics, security, search, logging, security, and search. Elastic has over 100,000 members in 45 countries. Elastic's products have been downloaded more than 400 million times since their initial release. Today, thousands of organizations including Cisco, eBay and Dell, Goldman Sachs and Groupon, HP and Microsoft, as well as Netflix, Uber, Verizon and Yelp use Elastic Stack and Elastic Cloud to power mission critical systems that generate new revenue opportunities and huge cost savings. Elastic is headquartered in Amsterdam, The Netherlands and Mountain View, California. It has more than 1,000 employees in over 35 countries.

Market intelligence and media monitoring platform to find relevant information, save it, make sense of it, and share it to multiple publishing platforms. Each day, Cronycle surfaces new developments and emerging trends from top experts across 80,000+ topics and delivers to you the most trusted, relevant insights you need to know about. Cronycle can help your team: Silence the noise, eliminate blindspots, focus on the most trusted, relevant content you need to know about, keep teams and audiences informed

Intelligence2day®, an award-winning Market and Competitive Intelligence tool, transforms unstructured big-data into structured, readable information that can be used to improve decision-making. Today, Intelligence2day®, is used by thousands of users in over 15 countries. Intelligence2day® allows you to automatically collect, discover and organize, analyze, share and analyze information and knowledge. It focuses on any aspect of your competitive landscape, including customers, competitors, products and markets, technologies, trends, and technologies. Our experts designed Intelligence2day®, to assist managers and knowledge workers in strategic and tactical decision making. It also reduces Time-To-Insights to help accelerate business strategy, product development, and business strategy. Comintelli, who was established in 1999, developed Intelligence2day®. It is headquartered in Stockholm in Sweden and has a global representation through a large network of partners.

Toucan, a customer-facing platform for analytics, empowers organizations to drive engagement and provide the best possible end-user experience. Toucan makes it simple, from data connections to the distribution and sharing of insights wherever they are needed. Toucan analytics are 3x more popular than the industry average. With hundreds of connectors, users can connect to any cloud-based or stored data. Data readiness features make data preparation easy for business people. They can perform tasks that would normally require an expert. Visualization can be described as "data storytelling", where every chart is accompanied with context, collaboration and annotation to help users understand the "why" behind their data. Finally, deployment and management are easy with one-touch deployment, from staging to production, easy embedding and publishing to any device.

Dovetail offers a powerful AI-driven solution for organizations looking to centralize and unlock customer intelligence at scale. It automates the extraction of insights from diverse sources including product feedback, sales and customer calls, usability tests, and surveys. By synthesizing large volumes of data into thematic reports and real-time alerts, Dovetail enables product teams to make faster, evidence-based decisions. The platform integrates seamlessly with communication tools like Slack and Microsoft Teams, making customer insights easily accessible throughout the organization. Dovetail also facilitates participant recruitment from over 3 million verified users to support continuous research efforts. Backed by leading global companies such as Shopify, Canva, and Mayo Clinic, Dovetail drives measurable ROI with rapid payback and high adoption rates. Its enterprise-grade security and scalability support even the most complex customer intelligence needs. This all-in-one platform accelerates innovation by turning raw feedback into clear, actionable knowledge.

It is all about getting insight. TAS Insight Engine gives you all the information you need to make the right business decisions. In order to support business decision making, getting insight is a type of information extraction from enterprise data. It is clear why insight is so important in today's business world. Understanding your data and getting answers are crucial to meet the challenges of today's market. Every sector and every area is important. TAS Insight Engine combines the best of text analytics, natural language processing (NLP), and machine learning (ML) to make this possible.

Unlock the full capabilities of your content through a tailored support platform akin to ChatGPT. Korra transforms the customer support experience by utilizing sophisticated natural language processing to comprehend intricate inquiries, providing contextually relevant and precise answers derived solely from your proprietary content. Users can look forward to receiving accurate responses, complete with highlighted information or time stamps for easy reference. Discover a more intelligent, effective, and perpetually enhancing AI knowledge repository that adapts to the dynamic requirements of your organization. Setting up your automated, private AI knowledge base takes mere seconds. Korra accommodates all file formats, including video, and securely assimilates knowledge exclusively from the documents you provide. You can easily customize, brand, and deploy your AI chat support solution in no time. With three robust deployment options available, customers can engage with Korra from any device, at their convenience, and in their preferred manner. The platform also maintains a traditional knowledge base search interface, accessible through a dedicated support URL, ensuring a seamless user experience. This innovative approach not only streamlines support but also enhances customer satisfaction and engagement.

Sinequa offers a cutting-edge intelligent enterprise search solution that links employees in the digital workspace with essential information, expertise, and insights necessary for their tasks. It efficiently manages large and diverse data sets while ensuring security and compliance, even in intricate environments. By providing employees with pertinent information and insights, it accelerates innovation and enhances responsiveness to clients. Organizations leveraging intelligent search empower their workforce to perform tasks more effectively, leading to substantial cost reductions. By delivering insights within the context of employees' work, it ensures the transparency and agility required for timely regulatory compliance, ultimately reducing financial and reputational risks. Additionally, Sinequa’s Neural Search boasts the most advanced engine on the market for uncovering enterprise information assets, making it an invaluable tool for organizations aiming to optimize their operational efficiency.

Intelligently activate processes to accelerate the flow. Alfresco's platform provides comprehensive cloud-native services for content. Check out some of its key features to see why it is such a powerful tool for any organization. Alfresco allows you to quickly access and find the information you need from anywhere using web-based tools. The tightly integrated capabilities of process and content services streamline content-centric processes, enabling faster and more informed decision-making. Teams can extend the benefits of Microsoft 365 to Google Docs and boost productivity with enterprise collaboration tools. Alfresco Governance Services automates information lifecycles with minimal user intervention, reducing risk and strengthening compliance.

Cognos Analytics with Watson brings BI to a new level with AI capabilities that provide a complete, trustworthy, and complete picture of your company. They can forecast the future, predict outcomes, and explain why they might happen. Built-in AI can be used to speed up and improve the blending of data or find the best tables for your model. AI can help you uncover hidden trends and drivers and provide insights in real-time. You can create powerful visualizations and tell the story of your data. You can also share insights via email or Slack. Combine advanced analytics with data science to unlock new opportunities. Self-service analytics that is governed and secures data from misuse adapts to your needs. You can deploy it wherever you need it - on premises, on the cloud, on IBM Cloud Pak®, for Data or as a hybrid option.

Achieving comprehensive relevance across various domains such as Websites, Ecommerce, Services, and workplaces is crucial. Each search, recommendation, and interaction contributes to an improved experience. Our mission is to empower businesses to create the relevant encounters that users anticipate. With the Coveo Relevance Cloud, foundational relevant search marks just the start. Leverage self-optimizing AI that adapts based on every click and inquiry at all interaction points. This ensures you can provide progressively enhanced experiences, recognizing search relevance from the very first day and expanding to complete 360° Relevance. Every interaction offers insights into customer desires, allowing you to present them with pertinent product results and personalized content recommendations that they’ll be eager to 'add to cart.' Speed up connection to the most relevant answers through AI-driven customer self-service and AI-supported agent responses. Coveo excels in functionality, offering a wide array of features including intuitive drag-and-drop UI customizations, versatile headless APIs, and many additional capabilities, making it easier than ever for businesses to thrive in a competitive landscape.

InfoNgen is a text analytics solution and sentiment analysis tool that automatically uncovers actionable insights in mountains of data. To dramatically reduce the time required to make informed strategic decisions, your teams will be able to share, analyze, and share only critical information from both structured and unstructured data. InfoNgen's proprietary tools for sentiment analysis and text analytics allow you to uncover patterns, trends, and anomalies deep within your data. InfoNgen is the only product that combines its unique use cases with powerful features. This will empower your employees to make better decisions and get there faster. InfoNgen provides businesses with a powerful resource for finding critical information. It has pre-built industry taxonomies and customizable delivery options.

Trendtracker is an advanced strategic intelligence platform driven by artificial intelligence that identifies, tracks, and predicts emerging trends, delivering immediate, actionable insights to empower organizations in making informed strategic choices. By utilizing natural language processing and machine learning, the platform examines extensive volumes of online data, evaluating, ranking, and forecasting future trends across various industries, markets, and geographical areas. Notable features include the Trend Board, which enables users to proactively oversee trends with customized boards designed for specific analytical needs; Trend Scoring, which removes human bias by employing AI-based metrics to assess the growth, strength, and future potential of trends; and Trend Radar, an automated visualization tool that provides a comprehensive view of insights from both AI and human sources, enhancing efficiency and enriching the trend monitoring experience. The monitoring capabilities of Trendtracker extend to hundreds of millions of online publications, ensuring a broad and thorough analysis of information. This comprehensive approach equips organizations with the knowledge necessary to stay ahead in an ever-evolving landscape.

Fullstory is a platform for behavioral data that reveals the hidden story behind consumer behavior. Fullstory allows product, engineering and data teams to connect sentiments signals with other data sources in order to design the next best actions. Fullstory provides deeper and more immediate actionable insights than conventional web and product analyses that can only surface what is happening but not why. It is the only behavioral data platforms that provide the context needed to create in-the moment experiences that drive revenue. Fullstory's behavioral analytics is ready for AI. It uses first-party data that has been automatically captured, indexed and semantically structured. No longer do enterprises waste hours and resources on data analysis.

Sharpr is an advanced AI-powered knowledge management platform that empowers organizations to centralize and streamline access to vital market intelligence. By combining internal and external data, Sharpr creates a unified research hub that delivers accurate, AI-enhanced insights through powerful search capabilities. The platform automates knowledge sharing by generating briefs, newsletters, and alerts, ensuring timely distribution of key information across teams. Sharpr’s robust analytics tools provide deep visibility into data trends and user engagement, helping optimize research and business strategies. Its user-friendly interface is customizable to fit various user roles and increases adoption through a push/pull insight sharing model. Enterprise-grade security features, including ISO 27001 and SOC 2 compliance, safeguard sensitive data, while flexible authentication options support seamless user management. Sharpr also offers outstanding global customer support and customized training to ensure successful implementation. Trusted by top brands and part of Dynata, Sharpr accelerates market intelligence efforts with innovation and reliability.

We streamline the search process for intricate enterprises. Data is not only expanding in volume but is also becoming increasingly interconnected, complicating the process of making data-driven decisions. Our company develops smart and user-friendly insight engines built on open-source platforms. Our enterprise search solutions ensure secure access to the appropriate data for each user precisely when it’s needed. With an annual subscription model, you can sidestep vendor lock-in. Our clear and upfront yearly pricing structure allows you to predict your expenses without any unexpected costs, even in cloud environments. You will not encounter the phrase “Contact Us for Pricing” anywhere on our site. Our search solutions are designed to be as effortless for you to implement as they are for your clients to navigate. More and more, users rely on search to explore websites, and if they can’t quickly locate what they need, they tend to leave. SearchBlox Site Search delivers speedy and precise results, enhancing the customer experience and ultimately increasing conversion rates. Furthermore, our solutions are tailored to adapt to the changing landscape of digital interactions, ensuring continued relevance and effectiveness.

Fusion transforms siloed data into unique insights for each user. Lucidworks Fusion allows customers to easily deploy AI-powered search and data discovery applications in a modern, containerized cloud-native architecture. Data scientists can interact with these applications by using existing machine learning models. They can also quickly create and deploy new models with popular tools such as Python ML and TensorFlow. It is easier and less risk to manage Fusion cloud deployments. Lucidworks has modernized Fusion using a cloud-native microservices architecture orchestrated and managed by Kubernetes. Fusion allows customers to dynamically manage their application resources according to usage ebbs, flows, and reduce the effort of deploying Fusion and upgrading it. Fusion also helps avoid unscheduled downtime or performance degradation. Fusion supports Python machine learning models natively. Fusion can integrate your custom ML models.

IntraFind's iFinder offers a comprehensive search solution that serves as a hub for all of your organization’s data. This platform seamlessly connects to various data sources within your enterprise. As your data repositories expand, iFinder prepares you for the future: leveraging Elasticsearch technology, it can effortlessly scale to accommodate any data volume. By utilizing artificial intelligence, it enhances search outcomes, providing intelligent enterprise search capabilities. Whether your essential documents and information reside on company drives, intranet pages, wikis, or email systems, iFinder streamlines the process of locating them. Embrace the next phase of your organization's digital evolution by centralizing access to all data through our innovative enterprise search solution. By implementing iFinder, you're not just enhancing search efficiency; you're also optimizing how your team interacts with information.

Oracle Endeca Information Discovery provides a comprehensive solution for agile data exploration throughout an organization, fostering a balance between user independence and IT governance. This innovative platform facilitates rapid and intuitive access to both conventional analytic resources, capitalizing on existing enterprise assets, as well as unconventional data sources, enabling companies to gain unprecedented insights into their information, ultimately driving growth while conserving time and lowering costs. Only Oracle offers a holistic enterprise platform that features robust self-service discovery, which accelerates decision-making processes and alleviates the IT backlog while promoting innovation. Users can effortlessly upload their data into Oracle Endeca Information Discovery to develop customized discovery applications that enable thorough exploration and analysis. Additionally, they have the flexibility to personalize these discovery applications by simply dragging and dropping pre-built elements such as charts, tables, tag clouds, and maps, enhancing their ability to visualize and interpret data effectively. This empowers business users to take charge of their data and make informed decisions independently.

OpenSearch is an open-source search and analytics suite that is community-driven and based on the Apache 2.0 licensed versions of Elasticsearch 7.10.2 and Kibana 7.10.2. It includes the OpenSearch search engine daemon and the OpenSearch Dashboards for visualization and user interaction. This platform allows users to easily ingest, secure, search, aggregate, visualize, and analyze their data. It is particularly well-suited for various applications, including application search and log analytics. Users gain the advantage of an open-source solution that they can customize, enhance, monetize, and resell according to their needs. Furthermore, OpenSearch is committed to delivering a secure and high-quality search and analytics environment, continuously evolving with a promising roadmap of innovative features and enhancements to meet users' needs effectively.

Mind Foundry, an innovative artificial intelligence firm, operates at the crossroads of research, practicality, and user-centered design to equip teams with AI solutions tailored for human needs. Established by top-tier academics, the company creates AI tools aimed at assisting both public and private sector organizations in addressing critical challenges, emphasizing human-centered results and the lasting effects of AI applications. Their collaborative platform facilitates the design, testing, and implementation of AI, allowing stakeholders to oversee their AI investments with a strong emphasis on performance, efficiency, and ethical considerations. The foundation of their approach is rooted in scientific principles, underscoring the importance of integrating ethics and transparency from the outset rather than retroactively. By blending experience design with quantitative techniques, they enhance the collaboration between humans and AI, making it more intuitive, effective, and impactful, ultimately leading to better decision-making and outcomes for all involved. This commitment to fostering a responsible AI ecosystem ensures that the technology remains aligned with societal values and priorities.

To create an insight-first culture that rewards data-driven decisions, you need to get relevant, actionable and human-friendly information across multiple media and personas. Use the power of machine learning, machine learning, search index, natural language generation, and automation to get immediate, actionable insights. You can easily find insights through voice and text chat, search and email, document, portal and email. Continuously updated data from technology, retail, and CPG helps you find actionable opportunities. Self-learning knowledge base improves insights generation, recommendation, publishing. Pre-trained machine-learning models that are industry-specific. Automated narrative generation service to publish precise, contextual insights.

Knownwell empowers leaders to achieve unprecedented profitability by harnessing transformative proactive AI intelligence and streamlined business orchestration. Its unique intelligent enterprise operating system seamlessly integrates your current business tools, natural communication processes, and external data into actionable intelligence, all without the need to expand your executive team. The era of AI is upon us, and Knownwell is here to ensure you capitalize on it effectively. Instead of reacting to data trends or deciphering past issues, you can proactively enhance client relationships and anticipate their needs. Implement revolutionary client intelligence without the burden of recruiting additional personnel to manage it. Knownwell adapts to your existing organizational structure, optimizing the tools and services you already utilize by consolidating available data and connection points into a unified proactive intelligence source. By providing your executive team with the insights and seamless coordination necessary, Knownwell allows them to concentrate on what truly matters, maximizing value and efficiency in your operations. Embrace the future of business intelligence and watch your organization thrive.

KYP.ai addresses all data deficiencies within your organization by capturing and analyzing how workflows, tasks, and human interactions can achieve optimal efficiency while ensuring sustainable results. The KYP.ai platform boosts overall enterprise productivity by systematically gathering and evaluating operational data. With its enterprise-level AI capabilities, it identifies the most efficient methods for enhancing, simplifying, or automating tasks, thereby enabling organizations to effectively prioritize large-scale digital transformation efforts. Continuous collection of real-time data results in actionable insights that inform decision-making and shape long-term strategies through advanced AI technologies. By utilizing KYP.ai, you can easily calculate your business case with just a few clicks. In addition, KYP.ai supports the development of successful transformations throughout the organization by consistently extracting valuable business cases from your data. Personalized dashboards provide teams and individuals with clear, focused insights, while interactive intelligence highlights critical areas for business growth and success, paving the way for a more informed operational approach. Ultimately, KYP.ai empowers organizations to make data-driven decisions that lead to continuous improvement and innovation.