Embedded BI Solutions Directory

Domo offers a cloud-based analytics and business intelligence platform for decentralized use cases. The provider added new R and Python integration capabilities, as well as support for embedded BI in recent months. Domo Everywhere enables users to embed interactive Domo cards in portals, on web properties and inside applications. The company’s platform is highly customizable, and the Analyzer feature can be tailored to filter out unnecessary data. Domo also has plans to release more augmented analytics capabilities in the near term. Domo went public in June 2018.

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Domo is a cloud-based executive management platform that enables organizations to see key data in real-time from across the enterprise in one place and on any device. The company offers prepackaged dashboard content and functionality for filtering and sorting data visually in Domo Analyzer. Within the last two years, Domo has released a new multi-cloud data offering with 100 new modern BI features, as well as an updated version of its Domo Everywhere embedded analytics tool.

The GoodData platform provides creation, delivery, and automated management of analytics at scale that allows organizations to deliver insights to customers, partners and other users. GoodData is designed to support any analytical product roadmap, and enables customers to offer their partners any data source, visualization, interaction pattern or integration they need. The tool offers analytics and expertise to operationalize intelligent decisions within business applications and business processes. GoodData is based in San Francisco and touts more than a million users.

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GoodData offers a cloud-based platform with advanced analytic capabilities that were previously only available to data scientists. The company has added an impressive number of new features to its product in the last two years, including new customer customization analytics dashboards which lets users tailor their dashboarding experience with custom code based on the low-code GoodData.UI SDK for custom application development. GoodData unveiled GoodData Cloud on AWS in November 2022.

Hitachi Vantara’s Pentaho Business Analytics platform allows organizations to access and blend all types and sizes of data. The product offers a range of capabilities for big data integration and data preparation. The Pentaho platform is purpose-built for embedding into and integrating with applications, portals, and processes. Organizations can embed a range of analytics, including visualizations, reports, ad hoc analysis, and tailored dashboards. It also extends to third-party charts, graphs and visualizations via an open API for a wider selection of embeddable analytics. Pentaho is offered in on-prem and cloud versions.

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Pentaho was acquired by Hitachi Data Systems (HDS) in 2015. Post-merger, Pentaho had been offered as a standalone software platform until recently when Hitachi combined the Pentaho, HDS and Hitachi Insight Groups into a new unit called Hitachi Vantara. The Pentaho data platform is unique because it encompasses data integration and BI and analytic capabilities. Hitachi announced new machine learning orchestration features in March, and a model management plug-in is available via the Pentaho Marketplace. Their self-contained ETL and integration, data preparation, data storage and security products make them an excellent choice.

IBM offers an expansive range of BI and analytic capabilities under two distinct product lines. The Cognos Analytics platform is an integrated self-service solution that allows users to access data to create dashboards and reports. IBM Watson Analytics offers a machine learning-enabled user experience that includes automated pattern detection, support for natural language query and generation, and embedded advanced analytics capabilities. Cognos is IBM’s ‘flagship’ BI and analytics tool, where Watson is the vendor’s entry into the emerging AI-powered tools arena.

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IBM has made real strides to modernize its analytic offerings, and with great success. Cognos remains one of the most widely adopted BI platforms in the enterprise, and Watson Analytics is on the cutting edge of AI-influenced tools. IBM’s BI software can be deployed both on-prem or as a hosted solution via the IBM Cloud. The company’s complete analytics portfolio also includes its SPSS Predictive Analytics, IBM Data Science Experience, and IBM Planning Analytics tools.

Insightsoftware is a leader in the embedded analytics marketplace, in large part due to its robust portfolio of acquired capabilities. Since the beginning of 2021, insightsoftware has acquired key embedded analytics technologies from Logi Analytics, Izenda, Exago BI, Magnitude Software, and Dundas Data Visualization. Insightsoftware is most-known for its finance-oriented software that leverages existing systems.

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Insightsoftware allows application teams to embed dashboards, reports and self-service in their application. Unlimited customization and white-labeling gives users the ability to match any analytics to their application. It utilizes an organization’s existing security infrastructure and can be deployed on-prem, in the cloud or via hybrid configuration. Insightsoftware is best for use cases in large and enterprise organizations.

Looker (Google Looker Studio) is a BI and data analytics platform that is built on LookML, Google’s proprietary modeling language. The company’s embedded analytics functionality in Powered by Looker utilizes modern database technologies and an agile modeling layer that allow users to define data and control who can access it. Analytics can be deployed as an embedded iFrame or using Javascript. Organizations can use Looker’s full RESTful API or the schedule feature to deliver reports by email or webhook. Looker is based in San Francisco and was founded in 2011.

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Looker can be embedded in websites, portals and applications. The product’s application for web analytics touts filtering and drilling capabilities, enabling users to dig into row-level details at will. Recent sales analytics and developer tools added in expand Looker’s suite of purpose-built applications which already includes Looker for Digital Marketing and Looker for Web Analytics applications. Google unified all of its Data Studio brand under the Unified Looker Platform in October 2022.

MicroStrategy merges self-service data preparation and visual data discovery in an enterprise BI and analytics platform. MicroStrategy touts a ‘HyperIntelligence’ module that provides unique ways for users to access data. Through this capability, MicroStrategy provides contextual insight via apps for iOS and Android. Version 3.4 includes updated such as advanced text formatting to increase customization, and drill-down functionality to enable analysts to fine-tune narrative coverage.

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MicroStrategy merges self-service data preparation and visual data discovery in an enterprise BI and analytics platform. MicroStrategy 2020 touts a ‘HyperIntelligence’ module that provides new ways for users to access data. Through this capability, MicroStrategy 2020 provides contextual insight via new apps for iOS and Android that work on any device. The new version includes updated Dossier functionality via a new free-form canvas that users can leverage to create interactive designs, compound grids for data representation, custom-shaped geographies for mapping visualizations, dossier-to-dossier linking, and the integration for surveys.

Mode Analytics lets you run advanced analysis by switching between a cloud-based SQL Editor, Python and R notebooks, and interactive visualizations. The SQL Editor enables users to share and search analysis and set definitions while reports update automatically. Dashboard key features include calculated fields, drag-and-drop analysis, and custom visualizations. Notebooks let you expand your analysis, collaborate across teams and tell stories with the data.

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Mode Analytics offers three different plans for its data analytics software (Studio, Startup, Business) based on the required functionality. The platform enables users to quickly find reports, then share them via a number of different methods. Analysts can establish logic once and changes will get propagated to all underlying reports. Users can also schedule reports to go out regularly and know they are refreshed with the latest data.

Oracle offers a broad range of BI and analytics tools that can be deployed on-prem or in the Oracle Cloud. The company provides traditional BI capabilities inside its Business Intelligence 12c solution. Oracle Data Visualization provides more advanced features, and allows users to automatically visualize data as drag-and-drop attributes, charts, and graphs. The tool also enables users to save snapshots of an analytical moment-in-time via story points. Oracle has greatly expanded its feature capabilities in recent months to include data discovery and data science tools as well.

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Oracle offers traditional reporting and dashboards via the Business Intelligence 12c tool. Modern product capabilities are included in Oracle Data Visualization, which provides advanced data visualization, data preparation, self-service, and advanced analytics. The company’s Big Data Discovery feature set is a Hadoop-based data science platform that supports both on-prem and web-based authoring. Oracle’s software is largely available in both desktop and cloud versions. However, organizations that are not already “Oracle shops” may see drawn-out deployment on-prem.

Panintelligence pi is a three-in-one solution that combines business intelligence with simple reporting and predictive analytic capabilities via self-service dashboards. Users can white label the software and embed it into existing SaaS products or hook it up to cloud data warehousing and ETL tools for a more seamless experience. pi also centralizes various sources of data and uses AI analytics and automation to make insights readily available while dashboards can be completely customized for each client without the need to write code.

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Panintelligence pi is specifically built for SaaS teams looking to hasten their analytics roadmap. The product features a drag-and-drop interface designed for non-technical users, the choice to embed single charts or the entire dashboard, and data integration and single sign-on with multi-factor authentication. pi can be configured quickly and is operating system agnostic as well. Solutions Review recently named Panintelligence one of the Best Embedded Analytics Tools to consider.

Qlik offers a broad spectrum of BI and analytics tools, which is headlined by the company’s flagship offering, Qlik Sense. The solution enables organizations to combine all their data sources into a single view. The Qlik Analytics Platform allows users to develop, extend and embed visual analytics in existing applications and portals. Embedded functionality is done within a common governance and security framework. Users can build and embed Qlik as simple mashups or integrate within applications, information services or IoT platforms. Qlik has added a slew of augmented analytics features in the last two years.

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New capabilities included in Qlik Sense Enterprise are aimed at advancing the company’s foray into 3rd-generation BI, which include data democratization, augmented analytics, and embedded analytics. In addition to deploying Qlik Sense on Qlik Cloud Services, customers can use the platform on Kubernetes in the public or private cloud of choice. Every Qlik deployment option now works as part of Qlik’s multi-cloud deployment framework that can be managed as one instance. Core capabilities of Qlik Sense Cloud Business includes self-service app creation, visual data preparation, smart search, automated AI-generated insights, and direct connectivity to 40+ sources.

Reveal is a self-service embedded analytics solution that enables you to deliver dashboards and modern reporting with ease to your customers. With Reveal, you can embed branded, beautiful analytics in any JavaScript framework, Windows Forms or WPF application, and deploy on-prem or in the cloud. Reveal is built by Infragistics, the world’s leading UI & UX tools vendor with over 30 years of innovation and success enabling software design & development teams all over the world to build differentiating and beautiful experiences for their customers.

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Reveal is an embedded analytics solution that enables organizations and customers to make data-driven decisions in-context while remaining in your application. The company offers transparent and unique pricing – flat fee per application. No usage monitoring or user counting. Reveal is on a continuous delivery cycle that provides frequent and consistent updates and new features to their customers.

Sigma Computing offers a no-code business intelligence and analytics solution designed for use with cloud data warehouses. The product features an intuitive, spreadsheet-like user interface that provides users with the familiarity of Excel. Guided data warehouse access ensures that data remains secure, compliant, and in context. When users take action in Sigma, it automatically translates them into SQL. All queries are run live against the cloud data warehouse, and the results are passed back to Sigma. Sigma Computing was founded in 2014.

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Sigma Computing recently announced the release of a collection of major updates to its cloud BI and analytics platform which are highlighted by interactive dashboards that enable collaboration between technical and non-technical users. Sigma also unveiled a new Application Embedding capability that allows dashboards to be embedded into applications with inherited access roles and permissions. The new dashboards provide more choices for managing data updating in real-time as underlying data and analysis change. Sigma is a vendor to track closely in 2023.

Sisense is a global business analytics software company with offices in New York City, Phoenix, Tokyo, and Tel Aviv. The company’s BI software makes it easy for organizations to reveal business insight from complex data in any size, and from any source. Sisense allows users to combine data and uncover insights in a single interface without scripting, coding or assistance from IT. Their BI and analytics platform is sold as a single-stack solution with a back end for preparing and modeling data. It also features expansive analytical capabilities, and a front-end for dashboarding and visualization. Sisense acquired Periscope Data in May 2019.

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Sisense offers a single platform that runs on in-chip technology for visual data discovery on web-based dashboards. Due to unique technology and an emphasis on end-user experience, Sisense is most appropriate for organizations that want to analyze large amounts of data from multiple sources. The company’s OEM partner network is strong, and users report high praise for customer experience. The ability for organizations to white label Sisense and use APIs to extend analytic content are also major value-adds. Sisense unveiled a new AI-driven analytics platform called Sisense Fusion in 2021.

Tableau offers an expansive visual BI and analytics platform, and is widely regarded as the major player in the marketplace. The company’s analytic software portfolio is available through three main channels: Tableau Desktop, Tableau Server, and Tableau Online. Tableau connects to hundreds of data sources and is available on-prem or in the cloud. The vendor also offers embedded analytics capabilities, and users can visualize and share data with Tableau Public. Tableau was acquired by Salesforce for nearly $16 billion in June 2019.

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Tableau 2021 featured the introduction of Business Science, a “new class of AI-powered analytics” that enables business users to take advantage of data science techniques. Business Science is delivered via Einstein Discovery. The major release included key additions aimed at simplifying analytics at scale and expanding the Tableau ecosystem to help different user personas understand their environment. Subsequent patches have seen the product get new augmented analytics tools and enterprise-focused subscription plans.

ThoughtSpot offers an artificial intelligence-driven analytics platform that features what the company dubs ‘the world’s first relational search engine.’ The tool combines relational search with a custom-built, in-memory relational data cache to speed up queries that are run over many lines of data. ThoughtSpot connects with any on-prem, cloud, big data, or desktop data source. ThoughtSpot includes a feature called Answer Explorer that helps users find the right questions to ask by serving up suggestions based on terms frequently used with similar data sets. This allows users to accept suggestions to filter, add or compare metrics, or break them down by dimensions.

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ThoughtSpot’s analytics platform is heavily influenced by artificial intelligence and automation. While it may seem complex, ease of use is actually a strength of the product. It features a full-stack architecture and intuitive insight generation capabilities via the in-memory calculation engine. A distributed cluster manager provides customizable scaling options, and support for existing ETL solutions ensures proper connectivity to desired data sources. The ThoughtSpot Embrace service allows you to run search and AI analytics directly in existing databases, and adds support for Google Cloud Storage as well.

TIBCO’s product capabilities are expansive, and range from data integration and API management to visual analytics, reporting, and data science. The company’s BI and analytics portfolio comes in two main iterations: TIBCO Spotfire and TIBCO Jaspersoft. TIBCO Spotfire is the company’s more modern platform. It features interactive visualization, data preparation, enterprise-class governance, and advanced analytic capabilities. TIBCO Jaspersoft supports traditional reporting and embedded BI functionality. TIBCO is publicly traded and based in Palo Alto, California. TIBCO acquired Information Builders in 2021.

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TIBCO offers perhaps the most feature-rich BI and analytics portfolio of any provider listed in this resource. In addition, the traditional BI functionality offered in Jaspersoft, Spotfire provides expert users with the features they need to run complex analysis. Spotfire users report satisfaction with the integration of TIBCO’s data science tools, and a growing user community helps to offset what some see as an increasingly complex product to use. However, license costs are a barrier to deployment. As a result, organizations commonly utilize other BI and analytics tools alongside TIBCO.

Toucan offers a cloud-based, guided analytics platform designed for the non-technical decision-maker. The product lets users communicate actionable insights via a built-in no-code framework. Toucan Toco adapts to usage habits by deploying apps to all devices quickly without additional work, installation, or post-deployment maintenance. Included collaboration capabilities can be utilized via native integrations with Teams and Slack. The tool also touts an adaptive design and the ability to embed charts to websites or other platforms.

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Toucan Toco offers a focus on removing “data friction”, connects to hundreds of different data sources, and is designed to handle live, streaming data. Converting dates, removing zeroes, and performing aggregations is done through Toucan YouPrep, which many claim is easy to use. Embedded analytics capabilities are headlined by one-click deployment and automated workflows. Toucan is unique because it uses visual design for everything so users can prototype designs, while a complete library of customizable charts enable customization. The vendor offers a satisfactory level of governance and security as well.

Yellowfin is an Australia-based BI and analytics company that specializes in dashboards and data visualization. Its platform features a machine learning algorithm called Assisted Insights that provides automatic answers in the form of easy-to-understand best practice visualizations and narratives. Yellowfin comes pre-built with a variety of dashboards, and users can embed interactive reports into third-party platforms, such as a web page, wiki, or company intranet. The company also offers native apps for mobile devices. Yellowfin was acquired by Idera, Inc. In February 2022.

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Yellowfin has high customer ratings for ease of use and feature functionality. The company’s data platform is a viable option for organizations that wish to deploy BI and analytics in the cloud. The most prominent use case for Yellowfin is embedded BI, and the tool offers a completely web-based user interface. The Yellowfin 9.7 release includes a new suite of Guided NLQ natural language query tools. Guided NLQ guides users through thousands of comprehensively modelled question types and sequences so they can ask questions in plain language.

Zoho Analytics (previously Zoho Reports) is a self-service BI and data analytics tool that lets you incorporate data from a wide range of sources, blend it together, and create cross-functional reports and dashboards. The product features a simple drag-and-drop designer, as well as different visualization tools to drill down to specifics. A “smart” assistant called Zia can answer user questions in the form of reports and KPI widgets via AI, machine learning and natural language processing. Users can share and publish reports and smart data alerts ping you when outliers or anomalies happen. Zoho also includes a suite of integrations for popular business apps.

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Zoho Analytics is a web-based BI tool best used for dashboard and report creation and features broad data integration and data source connectivity. The solution includes a variety of charts, widgets, pivot tables and tabular view components as well. Users can combine multiple reports into a single dashboard using the drag-and-drop designer. Zoho also allows you to insert images, formatted text, widgets and web components in a designer layout. Zoho dropped a new self-service and AI-powered version of its product in summer 2021.