https://www.techtarget.com/searchbusinessanalytics/tip/Top-self-service-analytics-tools
Self-service analytics tools allow users to analyze and visualize data independently, with minimal technical expertise. These platforms provide a range of features, catering to different levels of data proficiency and data needs.
Self-service analytics is a business intelligence (BI) tool that allows end users to access, manipulate, analyze and visualize data independently through intuitive user design. Typically, self-service analytics tools are easy enough for people of all skill levels to use, though some training or data skills might be necessary to gain the most value. For this reason, it's essential to understand the features and capabilities required before adopting a self-analytics tool. Users can choose the tool that best fits their goals by understanding their technological, organizational and data needs.
Choosing the right self-service analytics tool requires careful consideration of several factors. The tools listed below were selected based on several criteria, including how comprehensive the toolset is, how easy it is to use for a wide range of people and how well it scored on industry evaluations and user reviews.
Power BI is Microsoft's core BI platform. It's a self-service analytics tool that connects to and visualizes any data across the organization. Power BI includes several features:
One of the major benefits of Power BI is its seamless integration with Microsoft 365 software, such as Excel. This makes it easy to infuse Power BI capabilities with the tools employees already use daily, supporting interoperability. Power BI includes AI features such as Microsoft Copilot, but integrating it with Azure unlocks more advanced capabilities like machine learning models and cognitive services, which can enhance the platform's analytic capabilities. Below are some of the key recognitions for the platform:
Power BI offers a free trial and a variety of free training resources to help users of all skill levels get started easily. The pricing plans start at $10 per user and scale up from there, including enterprise-level support.
Oracle Analytics is an analytics platform available through Oracle Analytics Cloud, Oracle's cloud-native service, or Oracle Analytics Server, Oracle's on-premises option. The platform is designed for self-service analytics and supports many types of analytics users. It also integrates AI and machine learning (ML) to support self-service capabilities further.
Oracle Analytics allows users to create and share data visualizations through a code-free, drag-and-drop interface, requiring no specialized data skills. Users can create data sets for reports from various sources (e.g., spreadsheets, CSV files, different databases) and explore data to find correlations, patterns and trends. Oracle Analytics helps users in various tasks:
Oracle Analytics has more than 45 visualization types to help users get started and supports custom visualizations if they need specialized visuals. Oracle Analytics has earned recognition for its advanced AI capabilities and comprehensive analytics platforms:
Oracle offers a free trial, live demo and a hands-on workshop for Oracle Analytics to showcase how it works and what it looks like in action. Pricing for Oracle Analytics Cloud is based on consumption per hour or by user per month. Oracle Analytics Server provides perpetual named user licenses or charges by CPU license deployed into the chosen data center. However, small and midsize businesses might find the platform expensive and difficult to use.
Qlik Analytics comes in two forms: Qlik Cloud Analytics, a cloud-based SaaS deployment that includes all Qlik analytics offerings, and Qlik Sense, a client-managed, on-premises option designed for highly regulated industries that need full data oversight.
Qlik's engine is purpose-built for analytics, making it ideal for business users who need to quickly automate data insights through natural language interaction. Users can explore insights in greater depth and act quickly thanks to automated alerts embedded in desktop and mobile applications. Qlik Analytics offers several features:
Qlik Analytics has also been recognized for its data-to-decision workflow and its flexibility in cloud environments:
Qlik offers a free trial and a Qlik Sense demo. Qlik Analytics pricing is divided into three categories: Standard, built for small organizations starting with 20 full users; Premium, supporting up to 100,000 basic users; and Enterprise, which scales even higher.
The Salesforce platform comes prebuilt with some self-service analytics capabilities, such as reports and dashboards that anyone in the organization can access and use. For deeper data exploration, Salesforce offers two primary analytics tools: Tableau, which the company acquired in 2019, and CRM Analytics.
Tableau is an end-to-end analytics and BI platform that provides actionable self-service analytics and insights across the organization. The platform provides a variety of visualizations that are easy to create with a drag-and-drop interface:
CRM Analytics is a native Salesforce Cloud tool that can integrate directly into an organization's Salesforce CRM deployment. CRM Analytics can augment CRM workflows with native, actionable insights, so users can find and analyze the needed data without disrupting their workflow. Salesforce and Tableau are highly regarded for their innovation and performance in the analytics market:
Tableau and CRM Analytics can be used together to create a comprehensive self-service analytics environment. Free trials are available for both tools and full pricing plans can be found on Salesforce's website.
Sisense is a global analytics platform that provides users with actionable insights from data in minutes. Its intuitive and accessible self-service functionality makes it easy for users to access data. Sisense stands out for its embedded analytics, allowing app creators to integrate interactive analytics directly into their products and applications. App builders don't need any data science experience; Sisense's flexible framework simplifies embedding analytics, making it easier to build data-rich products with a host of features:
Sisense has been widely recognized for its strong analytics capabilities and flexibility. The platform's ability to integrate with a variety of systems and its scalability for large data sets have earned it recognition across key industry reports:
At the time of writing, Sisense does not offer a free trial. However, interested buyers can book a demo to see how the platform works. They also offer customized quotes after filling out a pricing request form on their website.
Yellowfin is an analytics and BI platform with strong self-service features. Its guided natural language query and quick charts allow users of all skill levels to query data in plain language, ask hard questions about their data and create a wide range of charts within a dashboard. Yellowfin emphasizes data storytelling, providing tools to craft clear, engaging data presentations even for nontechnical audiences. They offer a range of features designed to enhance data analysis and decision-making:
Yellowfin is recognized for its innovation in data storytelling and collaborative analytics. It has received significant praise for its ability to help organizations communicate insights clearly and engage stakeholders in the decision-making process:
Yellowfin offers a free 30-day trial and a free live demo. Pricing plans require a quote, but Yellowfin claims its pricing is "simple, predictable, scalable." Yellowfin also provides numerous free resources to help users get started and learn more complex functionalities.
Zoho Analytics is an AI-powered self-service BI and analytics platform with a user-friendly interface designed to be approachable for business users, data scientists and engineers. Zoho offers over 500 out-of-the-box integrations to easily connect with various data sources. The key features include the following:
Zoho Analytics has earned recognition for its strong performance in the BI space. The platform has been praised for its ease of use, affordability, and ability to meet the needs of small to medium-sized businesses. Several industry analysts have acknowledged its comprehensive feature set and its ability to integrate seamlessly with other business tools:
Zoho Analytics offers a free 15-day trial for its cloud deployment and a free 30-day trial for its on-premises deployment. It also offers a free plan that supports two users, 10,000 rows and unlimited reports and dashboards. Paid plans scale with users and can be billed monthly or annually.
Domo is a data experience platform that combines data integration, app creation and self-service analytics tools. Its data foundation capabilities centralize all data for unified reporting, allowing users to access self-service reporting and analytics from every source in one unified view.
Domo has earned recognition for its cloud-based business intelligence capabilities and its ability to scale with organizations of all sizes. Analysts highlight Domo's strength in providing real-time data and its user-friendly interface that supports collaboration and data-driven decision-making across the business:
Domo offers a 30-day free trial that includes free self-serve education, 30 days of onboarding support and one free training session to get started. From there, pricing plans include a standard, enterprise and business-critical tier, each of which is usage-based using a "credits" system. All Domo features are available to unlimited users, with the pool of credits purchased drawn down as the features are used.
Jacob Roundy is a freelance writer and editor specializing in a variety of technology topics, including data centers and sustainability.
14 Apr 2025