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Analytics and Business Intelligence Platforms

Analytics and Business Intelligence Platforms Reviews and Ratings

What are Analytics and Business Intelligence Platforms?

Gartner defines analytics and business intelligence platforms (ABI) as those that enable organizations to model, analyze and visualize data to support informed decision making and value creation. These platforms facilitate the preparation of data and the creation of interactive dashboards, reports and visualizations to uncover patterns, predict trends and optimize operations. By doing so, they empower users to collaborate and effectively communicate the dimensions and measures that drive their organization. The platforms may also optionally include the ability to create, modify or enrich a semantic model, including business rules.

Analytics and business intelligence platforms integrate data from multiple sources, such as databases, spreadsheets, cloud services and external data feeds, to provide a unified view of data, breaking down silos and transforming raw data into meaningful insights. They also allow users to clean, transform and prepare data for analysis, in addition to creating data models that define relationships between different data entities.

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Logo of Tableau

Tableau

By Salesforce (Tableau)

4.4
(3949 Ratings)

Salesforce is a company that integrates artificial intelligence with customer relationship management and data to create solutions for customer-related concerns. Salesforce's primary business problem is to enhance the interaction between businesses and their customers by leveraging technology.

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Logo of Microsoft Power BI

Microsoft Power BI

By Microsoft

4.4
(3204 Ratings)

Microsoft enables digital transformation for the era of an intelligent cloud and an intelligent edge. Its mission is to empower every person and every organization on the planet to achieve more. Microsoft is dedicated to advancing human and organizational achievement.

Microsoft Security helps protect people and data against cyberthreats to give peace of mind.

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Logo of Qlik Sense

Qlik Sense

By Qlik

4.5
(1340 Ratings)
customers choice 2025

Qlik, after incorporating Talend, focuses on data integration, information quality, and analytics solutions. Its extensive cloud platform consolidates data from various cloud and hybrid environments, automates data-based workflows, and enriches understanding with artificial intelligence. The primary function of Qlik is to make data easily accessible and utilizable for enhanced, efficient business results. It reaches out to a broad base of users in numerous countries, aiming to provide potent data solutions for changing organizational requirements.

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Logo of Amazon QuickSight

Amazon QuickSight

By Amazon Web Services (AWS)

4.3
(914 Ratings)

Amazon Web Services (AWS), established in 2006, is focused on providing essential infrastructure services to businesses globally in the form of cloud computing. The key advantage offered through cloud computing, particularly via AWS, is its capacity to shift fixed infrastructure expenses into flexible costs. Businesses have been able to forgo extensive planning and procurement of servers and other Information Technology (IT) resources, owing to AWS. AWS seeks to provide businesses with prompt and cost-effective access to resources using Amazon's expertise and economies of scale, as and when their business requires. Currently, AWS offers a robust, scalable, economic infrastructure platform on the cloud powering an extensive array of businesses worldwide. It operates across numerous industries with data center locations in various parts of the globe including U.S., Europe, Singapore, and Japan.

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Logo of Strategy One

Strategy One

By Strategy

4.6
(902 Ratings)
customers choice 2025

Strategy is the independent data analytics software provider behind Strategy One—a unified platform designed to advance our long-standing vision of Intelligence Everywhere. Our cloud-native, enterprise analytics platform offers a range of business intelligence, enterprise reporting, and AI-powered data experiences that help thousands of customers worldwide maximize impact by integrating trusted insights everywhere across their business. Among the first companies to adopt Bitcoin as a treasury asset, Strategy also applies 35+ years of software expertise to explore innovation in Bitcoin applications. We believe the combination of our operating structure, Bitcoin strategy, and focus on technology innovation provides a unique opportunity for value creation that benefits customers, partners, and stakeholders.

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Logo of Looker

Looker

By Google

4.5
(891 Ratings)
customers choice 2025

Googlers is a company that creates products intended to create opportunities for an extensive audience, regardless of their location across the globe. The company values diverse perspectives, imaginations and non-conformity to predefined norms and impossibilities. The goal is to build products while incorporating uniqueness of each individual involved in this process, aiming to make their products accessible and useful to all.

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Logo of SAP BusinessObjects BI Suite

SAP BusinessObjects BI Suite

By SAP

4.2
(829 Ratings)

SAP was founded in 1972 and is headquartered in Walldorf, Germany. The company employs over 105,000 people globally and develops software solutions for enterprise resource planning (ERP) and related business functions. SAP’s early products, SAP R/2 and SAP R/3, were widely adopted for managing core business processes. Its current ERP platform, SAP S/4HANA, uses in-memory computing to support data-intensive operations and integrates capabilities such as artificial intelligence and machine learning.

SAP offers a portfolio of software applications that support various business functions across industries. These applications are designed to operate on a unified digital platform. As of 2025, SAP reports over 230 million cloud users and provides more than 100 solutions. The company’s offerings are used by organizations to manage finance, human resources, procurement, supply chain, and other operational areas.

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Logo of Sisense Fusion Analytics

Sisense Fusion Analytics

By Sisense

4.1
(789 Ratings)

Sisense embeds analytics seamlessly into any workflow. From retail to life sciences to manufacturing, our solutions power customer experiences by increasing user adoption and supporting smart, quick business moves. With Sisense, business leaders can better understand their world and gain the necessary knowledge to take action in it.

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Logo of QlikView (Legacy)

QlikView (Legacy)

By Qlik

4.2
(739 Ratings)
customers choice 2025

Qlik, after incorporating Talend, focuses on data integration, information quality, and analytics solutions. Its extensive cloud platform consolidates data from various cloud and hybrid environments, automates data-based workflows, and enriches understanding with artificial intelligence. The primary function of Qlik is to make data easily accessible and utilizable for enhanced, efficient business results. It reaches out to a broad base of users in numerous countries, aiming to provide potent data solutions for changing organizational requirements.

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Logo of ThoughtSpot Analytics

ThoughtSpot Analytics

By ThoughtSpot

4.5
(617 Ratings)

ThoughtSpot is the Agentic Analytics Platform company for the enterprise. With natural language and AI, ThoughtSpot empowers everyone in an organization to ask data questions, get answers, and take action. Code-first for data teams and code-free for business users, ThoughtSpot is intuitive enough for anyone to use, yet built to handle large, complex cloud data at scale.

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Logo of SAS Enterprise Guide

SAS Enterprise Guide

By SAS

4.4
(582 Ratings)

SAS is a global leader in AI and analytics software, including industry-specific solutions. SAS helps organizations transform data into trusted decisions faster by providing knowledge in the moments that matter. SAS gives you THE POWER TO KNOW®.

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Logo of Spotfire

Spotfire

By Spotfire

4.4
(543 Ratings)

Spotfire, a business unit of Cloud Software Group, offering a single visual data science platform, for a unified data science and business intelligence experience, bringing together interactive visualizations and advanced analytics. Backed by point-and-click, no-code data science, Spotfire offers a unified solution that empowers domain experts to leverage advanced analytical techniques without requiring extensive coding or technical expertise.

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Logo of Domo

Domo

By Domo

4.5
(489 Ratings)

Domo is an AI and data products platform that helps organizations use data and AI to drive measurable business impact. The platform extends beyond traditional business intelligence by enabling anyone to build, scale, and deploy low-code data products and applications. With Domo, users can connect and prepare data from any source, visualize insights in real time, and automate actions directly at the point of execution—all supported by robust governance, security, and AI capabilities.

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Logo of IBM Cognos Analytics

IBM Cognos Analytics

By IBM

4.2
(469 Ratings)

IBM is a well-established entity focused on technology and development. The primary mission revolves around fostering technological growth and enhancing infrastructure, achieved through focused developments and consulting services. By encouraging inventiveness and innovation, it is geared towards facilitating the transition of theoretical ideas into practical realities, thus improving global functionalities. IBM brings about transformation by creating advanced solutions that reshape and redefine the world.

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Logo of Oracle Analytics Cloud

Oracle Analytics Cloud

By Oracle

4.3
(437 Ratings)

Oracle is a cloud technology company that offers computing infrastructure and software solutions globally. This organization has developed an autonomous database, the first of its kind, to help manage and secure data. Oracle Cloud Infrastructure presents functionalities to facilitate the transition of workloads from on-site systems to the cloud, and vice versa, as well as between different clouds. Oracle's cloud software applications provide modern tools designed to support sustainable growth and resilience in businesses. Tools developed by Oracle are used by a wide range of users including nonprofit organizations and businesses of various sizes, to aid in operations like supply chain streamlining, human resource management, financial planning and connecting data and global users. Apart from business solutions, Oracle's technology also aids in tasks ranging from government defense to scientific and medical research.

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Logo of Oracle Analytics Server

Oracle Analytics Server

By Oracle

4.2
(408 Ratings)

Oracle is a cloud technology company that offers computing infrastructure and software solutions globally. This organization has developed an autonomous database, the first of its kind, to help manage and secure data. Oracle Cloud Infrastructure presents functionalities to facilitate the transition of workloads from on-site systems to the cloud, and vice versa, as well as between different clouds. Oracle's cloud software applications provide modern tools designed to support sustainable growth and resilience in businesses. Tools developed by Oracle are used by a wide range of users including nonprofit organizations and businesses of various sizes, to aid in operations like supply chain streamlining, human resource management, financial planning and connecting data and global users. Apart from business solutions, Oracle's technology also aids in tasks ranging from government defense to scientific and medical research.

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Logo of Zoho Analytics

Zoho Analytics

By Zoho

4.5
(388 Ratings)

Zoho Corporation is a privately held software company that is focused on delivering solutions to help businesses grow. The company's portfolio of more than 55 products is used by over 100 million people around the world and is designed to cater to varying business requirements such as sales, marketing, support, collaboration, finance, and recruitment. Zoho is concentrated on creating digital tools with a strict adherence to user privacy. It does not rely on an ad-revenue model, even for its free products. The firm's global reach extends from its headquarters in Austin, Texas to international offices in Chennai, India and other worldwide locations.

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Logo of Analytics Cloud in SAP Business Data Cloud

Analytics Cloud in SAP Business Data Cloud

By SAP

4.4
(316 Ratings)

SAP was founded in 1972 and is headquartered in Walldorf, Germany. The company employs over 105,000 people globally and develops software solutions for enterprise resource planning (ERP) and related business functions. SAP’s early products, SAP R/2 and SAP R/3, were widely adopted for managing core business processes. Its current ERP platform, SAP S/4HANA, uses in-memory computing to support data-intensive operations and integrates capabilities such as artificial intelligence and machine learning.

SAP offers a portfolio of software applications that support various business functions across industries. These applications are designed to operate on a unified digital platform. As of 2025, SAP reports over 230 million cloud users and provides more than 100 solutions. The company’s offerings are used by organizations to manage finance, human resources, procurement, supply chain, and other operational areas.

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Logo of Pyramid Decision Intelligence Platform

Pyramid Decision Intelligence Platform

By Pyramid Analytics

4.4
(290 Ratings)

Pyramid Analytics is a company that offers AI-enhanced and automated insights to simplify and facilitate data-driven decision making. The company has its roots in Amsterdam and has offices in London, New York City, and Tel Aviv. The firm provides a product called the Pyramid Decision Intelligence Platform, a no-code solution that promotes self-service and governance over data. Not bound by data sources, the platform facilitates direct data operation, eliminating the need for data extraction, ingestion, and duplication. The platform also integrates capabilities in data preparation, business analytics, and data science. The goal is to cater to holistic business intelligence and analytics requirements, from basic to complex.

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Logo of Databricks Data Intelligence Platform

Databricks Data Intelligence Platform

By Databricks

4.7
(247 Ratings)
customers choice 2025

Databricks is a global company focusing on data and AI. At the core of Databricks is the Databricks Data Intelligence Platform which allows entire organizations to use data and AI to power a wide range of business use cases. It's built on a lakehouse to provide an open, unified foundation for all data and governance and is powered by a Data Intelligence Engine that understands the uniqueness of the organizations’ data. Databricks simplifies and accelerates enterprises' data and AI goals by unifying data, analytics and AI on one platform. Its key mission is to assist data teams in addressing some of the world's most challenging problems.

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Features of Analytics and Business Intelligence Platforms

Updated July 2025

Mandatory Features:

  • Visualization: Supports custom visualizations, allows users to visualize and analyze graphs and integrates with charting libraries, supports geographic mapping, and recommends which visualization type to use for different data types.

  • Analytics catalog: Portal-like curation and collaboration of ABI content, enabling users to share, find, search, comment and certify dashboards, reports and datasets from a diverse range of platforms in one place.

  • Data preparation: Supports drag-and-drop, user-driven combination of data from different sources and the creation of analytic models, such as user-defined measures, data pipelines, sets, groups and hierarchies.

  • Reporting: This capability provides pixel-perfect, paginated reports that can be scheduled and shared with a large user community.​

  • Natural language query (NLQ): This capability enables users to ask questions of the data using terms that are either typed into a search box or spoken aloud.

  • Data source connectivity: Capabilities that enable users to connect to and ingest data contained in various types of storage platforms, both on-premises and in the cloud. ​

  • Content management: This capability allows administrators and D&A stewards to manage the security, certification and life cycle of analytics content.

  • Automated insights: The ability to apply machine learning (ML) techniques to automatically generate insights for end users; for example, identifying the most important attributes in a dataset, conducting time series forecasting and identifying clusters within datasets. These features also enable the incorporation of usage and feedback data from users to display content that is most relevant for their role and use case.

Peer Lessons Learned for Analytics and Business Intelligence Platforms

Published December 2024

These lessons focuses on the responses to the questions: “If you could start over, what would your organization do differently?” and “What one piece of advice would you give other prospective customers?”

Peer Lessons Learned for Analytics and Business Intelligence PlatformsLessons learned by your peers shared on Gartner Peer Insights for Analytics and Business Intelligence PlatformsPeer Lessons Learned for Analytics and Business IntelligencePlatformsLesson 1LESSON1Engage Stakeholders to Identify ABI Use Casesand Business Problems for Effective PlanningLesson 2LESSON2Conduct POCs and Integration Testing for ABIPlatform Compatibility With Internal SystemsLesson 3LESSON3Invest in Extensive ABI Training and ChangeManagement to Facilitate Smooth TransitionLesson 4LESSON4Establish ABI Data Governance Strategies;Adopt Incremental Approach for Data AnalysisLesson 5LESSON5Utilize In-House and Third-Party ABI Expertiseto Streamline the Platform Implementationn = 923Source: Reviews (923) submitted to Gartner Peer InsightsID: 6028535Gartner ®
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Gartner Research

Magic Quadrant for Analytics and Business Intelligence PlatformsCritical Capabilities for Analytics and Business Intelligence Platforms
Gartner Peer Insights 'Voice of the Customer': Analytics and Business Intelligence Platforms

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Gartner Peer Insights content consists of the opinions of individual end users based on their own experiences, and should not be construed as statements of fact, nor do they represent the views of Gartner or its affiliates. Gartner does not endorse any vendor, product or service depicted in this content nor makes any warranties, expressed or implied, with respect to this content, about its accuracy or completeness, including any warranties of merchantability or fitness for a particular purpose.

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