Compare the Top Insight Engines as of October 2025

What are Insight Engines?

Insight engines are advanced software platforms that use artificial intelligence (AI), machine learning, and natural language processing (NLP) to help businesses uncover valuable insights from vast amounts of data. These tools allow users to search, analyze, and interpret both structured and unstructured data to gain actionable intelligence for decision-making. Insight engines typically include features like advanced search capabilities, data aggregation, sentiment analysis, and predictive analytics to identify trends, patterns, and key insights that may not be easily detected through traditional methods. They are used across various industries, including business intelligence, customer service, marketing, and operations, to improve efficiency and drive strategic outcomes. Compare and read user reviews of the best Insight Engines currently available using the table below. This list is updated regularly.

  • 1
    Elasticsearch
    Elastic is a search company. As the creators of the Elastic Stack (Elasticsearch, Kibana, Beats, and Logstash), Elastic builds self-managed and SaaS offerings that make data usable in real time and at scale for search, logging, security, and analytics use cases. Elastic's global community has more than 100,000 members across 45 countries. Since its initial release, Elastic's products have achieved more than 400 million cumulative downloads. Today thousands of organizations, including Cisco, eBay, Dell, Goldman Sachs, Groupon, HP, Microsoft, Netflix, The New York Times, Uber, Verizon, Yelp, and Wikipedia, use the Elastic Stack, and Elastic Cloud to power mission-critical systems that drive new revenue opportunities and massive cost savings. Elastic has headquarters in Amsterdam, The Netherlands, and Mountain View, California; and has over 1,000 employees in more than 35 countries around the world.
  • 2
    Dovetail

    Dovetail

    Dovetail Research

    Dovetail is an AI-native customer intelligence platform that transforms customer conversations, documents, and surveys into actionable insights to drive better product decisions. It automatically analyzes call transcripts, survey responses, support tickets, and feedback to deliver fast, accurate reports that empower teams across product, marketing, sales, and customer experience. With integrations into Slack, Microsoft Teams, and popular tools like Notion and Zapier, Dovetail brings the voice of the customer directly to where teams work. The platform supports recruiting verified consumers and professionals for research, making customer feedback collection efficient and scalable. Trusted by Fortune 500 companies like Amazon, Deloitte, and Atlassian, Dovetail helps build a culture of customer-centricity through continuous insight sharing. Its AI-powered features reduce manual workload and accelerate understanding of user needs.
    Starting Price: $29/user/month
  • 3
    TAS Insight Engine
    Discovering, extracting, retrieving and finding the value in your enterprise data is all about getting insights. TAS Insight Engine provides you all the essential insights leading you to the right business decision. Getting insight means a kind of information extraction out of enterprise data, with the aim of supporting the business decision making. It is obvious why getting insight plays a major role nowadays, since understanding your data and obtaining results and answers are essential to face the challenges of today’s business world. In all areas or sectors, always. To make this possible, TAS Insight Engine combines the latest achievements as benefits of text analytics, Natural Language Processing (NLP) and Machine Learning (ML).
    Starting Price: €550 EUR / month / user
  • 4
    Korra

    Korra

    Korra

    Leverage the full potential of your content with a private ChatGPT-like support platform. Korra revolutionizes the way customers access support by leveraging advanced NLP to understand complex queries and provides context-aware, accurate results sourced only from your own content. Customers can expect spot-on answers, highlighted or time-stamped right in the results. Experience a smarter, more efficient, and continuously improving AI knowledge base that keeps pace with your organization's ever-evolving needs. Set up your automated, confidential AI knowledge base in seconds. Korra supports all file types, including video, and securely learns from only the files you share. Customize, brand, and launch your AI chat support experience in seconds. With 3 powerful deployment options, customers can access Korra from any device, at any time, and in whichever way they want. Traditional knowledge base search appearance with a dedicated support URL.
    Starting Price: $99 per month
  • 5
    Sinequa

    Sinequa

    Sinequa

    Sinequa provides intelligent enterprise search connecting workers in the digital workplace with the information, expertise and insights they need to do their jobs. It handles vast and heterogeneous data volumes, offering security and compliance even in the most complex environments. Enabling employees to get relevant information & insights speeds up innovation and optimizes responsiveness to customers. Organizations powered by intelligent search enable people to do their jobs better, resulting in significant cost savings. Delivering insights to employees within the context of their work provides the transparency and speed needed to comply with regulations on a timely basis and mitigate financial and reputational risk. Sinequa’s Neural Search provides the most sophisticated engine for discovering enterprise information assets available on the market today.
  • 6
    Alfresco Digital Business Platform
    The Alfresco Digital Business Platform offers open, secure content services to let you unlock the value from your most important business information. Give users access to their content wherever and however they work with Alfresco’s open, flexible, and highly scalable cloud-native content services platform. Easily integrate and connect with everyday business applications. Find, view, collaborate on, govern, and securely share digital content—and get information to the right person at the right time.
  • 7
    Coveo

    Coveo

    Coveo

    360° relevance across Websites, Ecommerce, Service, and the Workplace. Every search, recommendation, and interaction made it better. We help businesses deliver the relevant experiences people expect. With the Coveo Relevance Cloud, relevant search is just the beginning. Harness self-optimizing AI that learns from every click and query, at every touchpoint. So you can deliver experiences that get better and better, notice search relevance from Day 1, and scale to full 360° Relevance. Every click and query tells you what a customer wants. Serve up relevant product results, and tailored product and content recommendations, that they’ll want to 'add to cart. Connect each customer to the most relevant answers faster, with AI-powered customer self-service and AI-assisted agent responses. Coveo scores high marks for how we make things work, from drag-and-drop UI customizations to headless APIs and more.
  • 8
    InfoNgen

    InfoNgen

    EPAM Systems

    InfoNgen is a text analytics and sentiment analysis solution that automatically finds actionable insights hidden in mountains of data. Find, share and analyze only critical information, from structured and unstructured data, to dramatically free up your teams' time to make more informed, strategic decisions. With its proprietary tools for text analytics and sentiment analysis, InfoNgen lets you uncover patterns, trends and anomalies hidden deep within your data. InfoNgen is the only text analytics product available that offers its distinct use cases combined with its powerful features, arming your employees with the information they need to make better decisions, faster. Through its powerful intelligent search capabilities, text analytics features, customizable delivery options and prebuilt industry taxonomies, InfoNgen gives businesses a resource to find critical information, immediately.
  • 9
    Fullstory

    Fullstory

    Fullstory

    Fullstory is a behavioral data platform that surfaces the sentiment buried between clicks, revealing the untold story behind consumer behaviors. From building better fraud detection and forecasting to creating personalization that genuinely resonates, Fullstory enables product, engineering, and data teams to connect sentiment signals with other data sources to intentionally design the next best action. Providing deeper and more immediately actionable insights beyond conventional web and product analytics that can only surface what’s happening but not why, Fullstory is the only behavioral data platform that provides the context needed to build in-the-moment experiences that drive revenue. With automatically captured, indexed, and semantically structured first-party data— served up to your data ecosystem or through our product analytics with session replay, Fullstory’s behavioral data is ready-made for AI. Enterprises no longer waste countless hours and resources analyzing data.
  • 10
    SearchBlox

    SearchBlox

    SearchBlox Software

    We simplify search for complex enterprises. Data isn’t just getting bigger. It’s becoming more connected, which makes data-driven decision making more complicated than ever. We build intuitive and intelligent insight engines on open source technologies. Our enterprise search products securely deliver the right data to the right user at the right time. Avoid vendor lock-in with an annual subscription. Our transparent, upfront annual pricing allows you to anticipate your spend and avoid surprises, even in the cloud. You won’t see the phrase “Contact Us for Pricing” anywhere on our website. Search that’s as easy for you to install as it is for your customers to use. Increasingly, visitors use search to navigate websites. And if they don’t find what they’re looking for right away, they leave. SearchBlox Site Search provides fast, accurate search and a sophisticated customer experience that boosts conversions.
  • 11
    Lucidworks Fusion
    Fusion transforms your siloed data into personalized insights unique to each user. Lucidworks Fusion lets customers easily deploy AI-powered data discovery and search applications in a modern, containerized, cloud-native architecture. Data scientists interact with those applications by leveraging existing machine learning models and workflows. Or they can quickly create and deploy new models using popular tools like Python ML, TensorFlow, scikit-learn, and spaCy. Reduce the effort and risk of managing deployments of Fusion in the cloud. Lucidworks has modernized Fusion with a cloud-native microservices architecture orchestrated by Kubernetes. Fusion allows customers to dynamically manage application resources as utilization ebbs and flows, reduce the effort of deploying and upgrading Fusion, and avoid unscheduled downtime and performance degradation. Fusion includes native support for Python machine learning models. Plug your custom ML models into Fusion.
  • 12
    iFinder

    iFinder

    IntraFind Software

    IntraFind's Enterprise Search solution iFinder is a central search platform for all of your company's data. iFinder can be connected to all of the data sources within your company. Are your data pools constantly growing? With iFinder you are well equipped for the future: our product is based on Elasticsearch technology and can therefore adapt to any volume of data with ease. It also improves search results by deploying artificial intelligence to deliver smart enterprise search functionality. iFinder helps you find important data and documents, whether they are located on a company drive, on the intranet, in wikis, or in e-mail systems. Take the next step in your company’s digital transformation by centralizing access to all company data with our enterprise search application. iFinder improves search results by deploying artificial intelligence to deliver smart enterprise search functionality.
  • 13
    OpenSearch

    OpenSearch

    OpenSearch

    OpenSearch is a community-driven, open source search and analytics suite derived from Apache 2.0 licensed Elasticsearch 7.10.2 & Kibana 7.10.2. It consists of a search engine daemon, OpenSearch, and a visualization and user interface, OpenSearch Dashboards. OpenSearch enables people to easily ingest, secure, search, aggregate, view, and analyze data. These capabilities are popular for use cases such as application search, log analytics, and more. With OpenSearch people benefit from having an open source product they can use, modify, extend, monetize, and resell how they want. At the same time, OpenSearch will continue to provide a secure, high-quality search and analytics suite with a rich roadmap of new and innovative functionality.
  • 14
    Datafari

    Datafari

    France Labs

    Available in Apache v2 license, it is a complete business search engine. It offers a set of connectors, as well as modern user interfaces, for users and administrators alike. Datafari also supports enterprise security mechanisms. This while offering a commercial offer, with support. In short, with Datafari you have among other things: There are already many packaged solutions, but none (recent) is available under Apache license. This poses a barrier for companies that want to create and sell their own product based on these technologies. Thanks to Datafari, this becomes possible. In addition, Datafari is the only solution to integrate SolrCloud, giving it the ability to scale very simply. Datafari is already in place with several of our customers. The executables are available on the data far reference site . Also find the Datafari source code under Github. To interact with the community, go to the Datafari forum.
  • 15
    Mindbreeze InSpire
    Mindbreeze notes and homes in on the type of information you find most useful, learns to search intelligently, and quickly recognizes content that other systems miss. Data is brought together from a wide variety of sources to provide employees or customers with a 360-degree view of the topics or customers relevant to them. Mindbreeze automatically makes data available across all application, department, and company boundaries. Mindbreeze InSpire finds all information about your company, such as e-mail addresses, telephone numbers, and contact persons. Experts from different fields as well as their contact information are clearly displayed. All documents, including their latest revisions, are quickly found and displayed using the preview function. With the 360-degree customer search app, the user is able to see and interact with a 360-degree view of one account by indexing multiple structured data sources such as SAP.
  • 16
    BA Insight

    BA Insight

    Upland BA Insight

    BA Insight transforms the way your organization implements Generative AI. With 95+ ultra-secure connectors, we enable your organization to seamlessly connect, enrich, and augment your business applications to extend Generative AI into external business applications. BA Insight enriches your content for increased findability, contextualization, security, and is better utilized for Generative AI capabilities and stopping AI project failure. BA Insight partners with leading platforms, including Microsoft, Amazon Kendra, Elastic, NetDocuments, iManage, and Veeva (and many more), making it a trusted solution for organizations looking to evolve their AI capabilities.
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