Best Business Analytics Software

Exago (replaced by Logi Symphony) is embeddable, flexible and scalable. It is designed for multi-tenant SaaS use and requires no additional desktop downloads or plug-ins. It offers an open API and customizable UI, giving users control and flexibility. It includes express reports, pixel-perfect reports, report formatting templates, crosstab reports, drill-down, a dashboard designer, maps, data blending and OLAP.

Slemma is a robust reporting solution that enables users to create dynamic reports and dashboards from various data sources. It connects to more than 75 databases, warehouses and cloud service platforms. Its robust chart wizard helps users create reports seamlessly, facilitating businesses to visualize third-party data in minutes. Share reports and dashboards with team members and clients to facilitate collaboration. Leverage its client management capabilities to give access rights to specific users.

Yellowfin BI is an integrated platform that helps users transform their business through data by combining automated data analysis, interactive dashboards and storytelling. It also enables intuitive filtering of large amounts of data in real time. It facilitates organization-wide understanding through data sharing and collaborative action. It has a customizable architecture and has the ability to add an organization’s branding, such as its logo. It offers either enterprise or embedded analytics and is deployable in the cloud or on-premise.

SAS Visual Analytics offers fast answers to complex questions drawn from datasets of all sizes. It provides guided exploration, interactive dashboards, smart visualizations and self-service analytics to users of all technical skill levels, promoting data literacy and visibility. Its versatile, scalable design helps users make better business decisions based on data transparency. Built on a cohesive in-memory architecture, it promotes intelligent action driven by insight.

IBM SPSS, or Statistical Product and Service Solutions, is a data analysis platform that provides advanced statistical insights to propel business decision-making and research by crunching large datasets. With a user-friendly interface, it empowers everyone from basic users to experienced data scientists to perform statistical analysis. Scalable and agile, it is suitable for companies of all sizes. Users can purchase it through an on-premises license or a subscription plan to a hybrid SaaS. Users who choose either monthly or annual subscription receive access to the base version and can choose which of three optional add-ons to include, if any, between Custom Tables and Advanced Statistics, Complex Sampling and Testing, and Forecasting and Decision Trees. Perpetual and term licensees can choose between four editions that offer different levels of functionality: Base, standard, professional and premium. It was first launched as Statistical Package for the Social Sciences by three Stanford students in 1968 and later acquired by IBM in 2009.

Toucan Guided Analytics (formerly branded as Toucan Toco) is a cloud-based platform consisting of two unified offerings that deliver data analytics and storytelling, as well as embedded analytics. Through data storytelling, it empowers businesses to explore their insights through visualizations and interactive dashboards. It centralizes information from disparate data sources and has a guided framework to help enterprises tell compelling stories with their data. Accessible to all, it encourages live collaboration throughout the analytics process to drive data-informed decision-making throughout an organization.In its embedded analytics form, it allows customers to extend these accessible and actionable insights to their clients through an intuitive front-end experience. Though it was built cloud-first, businesses can choose between the SaaS deployment via a private cloud, or an on-premise installation through Docker Image technology. It is suitable for small, medium and large businesses, and supports Windows, Mac and Linux.

SAP Lumira is a data visualization solution that offers users the ability to gain insights on demand. Through a simplified design and editing process, users can build analytics reports and interactive dashboards that are tailored to their specific needs. It offers three editions: discovery, designer and server, which each have varying degrees of functionality. It integrates with the larger BusinessObjects suite, which offers a wide range of scalability options.

EazyBI provides data analysis, data visualization and customized data reports. Through its easy-to-use, drag-and-drop interface, users can create and modify charts and dashboards to suit their needs. Its ability to import data from many sources such as JIRA, REST API, Basecamp, Confluence and SQL databases help users create comprehensive reports.

Black Knight offers an extensive suite of cloud-based solutions for businesses to improve decision-making through actionable data insights. It provides a unified end-to-end framework that combines its big data assets with data collection, visualization and analytics. Armed with multilingual support, machine learning techniques and an intuitive interface, it helps enterprises generate leads, adhere to compliance guidelines and increase process efficiencies.Though aimed at the mortgage and mortgage-related industry, it also offers data analytics to suit the needs of a range of other industries. Some of its industry-specific inclusions include hedge, enterprise, market and competitive analytics. Customers can opt for the origination, servicing or home equity collections, each focused on addressing specific challenges or utilize all three collections for expanded visibility.

Firebolt is a cloud data warehouse that improves query response time, analyzes business data at higher granularity and delivers a seamless user experience. It empowers organizations to build new business models around data. Implement vectorization and SIMD capabilities to speed-up query execution by applying instructions on data batches.

Leverage this location intelligence platform to store, analyze and visualize data to make spatially-aware decisions. Connect to multiple data sources, including local or remote files, data warehouses and more to support location-based decisions. Create machine-learning-driven spatial models to conduct analysis. Build dashboards and intuitive location intelligence apps to accelerate projects and generate valuable insights.

Apache Hadoop is an open source framework for dealing with large quantities of data. It’s considered a landmark group of products in the business intelligence and data analytics space, and is comprised of several different components. It functions on basic analytics principles like distributed computing, large data processing, machine learning and more. Hadoop is part of a growing family of free, open source software (FOSS) projects from the Apache Foundation, and works well in conjunction with other third-party products.

FullStory is a digital intelligence platform that provides comprehensive insights into users’ interactions with digital business experiences. It automatically detects issues that cause funnel drop, measures impacts, fixes bugs and finds solutions. Seamless communication through Slack and Jira links teams to the exact time and place where an issue occurs. It optimizes the client experience by allowing tracking and monitoring throughout the customer journey. It indexes entire sites and user interactions while spotting errors for the end-user.

Hortonworks Data Platform is an open-source data analysis and collection product from Hortonworks. It is designed to meet the needs of small, medium and large enterprises that are trying to take advantage of big data. The company was acquired by Cloudera in 2019 for $5.2 billion. HDP has a number of features that help it process large enterprise-level volumes, including multi-workload processing, batch processing, real-time processing, governance and more.

Trifacta can clean, structure and enrich raw data into desirable formats to make better decisions. Empower non-technical users to perform data cleaning by guiding them via intelligent suggestions powered by machine learning. It consumes less time and results in greater accuracy. Leverage data aggregation tools to perform calculations across categories and use the resultant high-level summary to present statistics. It reduces dataset size and makes it easier to share with team members to derive insights.

ThoughtSpot offers analytics and insight capabilities to industries seeking a deeper understanding of their proprietary data in order to make data-driven business decisions. It focuses on giving nontechnical users access to processing and analytics, bringing the ease of a search function to enterprise-scale data analysis. It offers a powerful search engine integrated with in-memory computing for a consumer-class UI.

UniCourt is a legal data-as-a-service (LDaaS) solution that provides real-time access to U.S. federal and state court records for analytics, investigations, underwriting and news reporting. Available on the web and in the cloud, it provides accurate and up-to-date information on legal entities that include lawyers, judges, parties and law firms.Private individuals as well as corporate entities can readily access and download court records either in real time through API integration or from its vast database. With case change tracking through automated alerts, it ensures that subscribers get notified when the case status changes.In addition to exporting legal documents, subscribers can collaborate on cases with clients through shared folders. It’s available for personal and enterprise use through monthly and annual subscriptions.

Owned by the SymphonyAI Group since 2019, Ayasdi is a machine intelligence platform that leverages statistical calculations and mathematical algorithms to deliver analytics to enterprises. It helps businesses connect the dots by segmenting complex, related datasets into groups through topological data analysis (TDA). Organizations can detect financial risk areas and fraud through automated machine learning workflows, and uncover previously undiscovered patterns and risks.Its sequential data processing and augmented analytics inclusions enable healthcare providers to create consistent patient care strategies. Running on Linux and Hadoop, it can be deployed on premises or in the cloud as a Software-as-a-Service (SaaS).

Holistics is a self-service platform that lets businesses curate, plan and define data without taking help from the data team. It allows non-technical users to explore and build reports without writing SQL. It provides seamless integration with multiple analytics databases, data warehouses and apps. It is cloud-based and uses SQL to transfer, query, and merge marketing and customer data. Designed to work directly with the database, it does not store data.

Pentaho Data Integration helps organizations access, prepare and analyze all of their data from one place. It connects quickly and easily to any data source, whether it's structured or unstructured. It uses an extract, transform and load (ETL) approach to data management.Organizations can govern their data, ensure data quality and accelerate time to insight. Available on-premise and in the cloud, it’s easy to use and offers a wide range of features.

IBM Analytics refers to a collection of analysis tools offered by IBM that includes IBM Planning Analytics and IBM Cognos Analytics. It leverages AI to implement business data and unearth insights that help businesses make better decisions.

Dash is an open-source Python library that helps data scientists create web interfaces to leverage Plotly’s data visualization and analytics applications. It provides an intuitive UI for people of all technical skills to use data science and machine learning for data analysis, thanks to components such as natural language processing for predictive modeling. It enables data analysts to translate business requirements directly into custom web development. MIT-licensed, it can easily run on local servers and machines. Its Enterprise version is available as a Platform-as-a-Service (PaaS) and can be easily deployed on proprietary infrastructure with SSO/LDAP authentication and app designing. The community version is available for free download, while the Enterprise version comes at a price and includes authentication features, server deployment and dedicated support.

Tellius is an intelligence and analytics platform powered by AI and ML to discover insights and uncover hidden patterns and trends with automated data analysis. It helps users explore and visualize data across multiple platforms with natural language search analytics capabilities. It offers a guided search experience to derive useful insights. Prepare data for ad hoc analysis and insight generation with intelligent data preparation inclusions that support custom SQL and Python code.

Oracle's comprehensive BI solution offers a full range of intelligence, analytics and reporting capabilities. It supports heavy workloads and complex deployments to deliver data analysis to any kind of organization.Users of Oracle BI can explore and organize proprietary business data from a variety of sources. Then the system creates visualizations to display the data, letting users draw easy insights from charts, graphs and other convenient graphics. This helps them make data-driven business decisions about their organization.

Fractal Analytics provides software and services based on artificial intelligence and machine learning to enterprises for data analysis and forecasting. The vendor integrates AI, design, engineering and cognitive sciences to drive innovative business results. Foresient, its forecasting inclusion, empowers businesses to plan for the future through a wide range of built-in prediction algorithms. The vendor provides financial planning and analysis (FP A) services such as fraud detection, financial auditing and cash flow management for business health assessment.Qure.ai, its deep learning offering for healthcare providers, detects a wide range of abnormalities of the brain, lungs and heart to enable timely care to patients. Employees can stay connected to business data that matters to them with personalized insights on the go through its mobile-first AI- and ML-backed module, Cuddle.ai. Pricing is available on request.

USEReady is a company that offers a suite of supplemental modules that add value to a user’s existing data analytics solution. They provide the means for organizations to optimize user adoption and foster collaboration by building a collective intelligence.Their main focus is in marketing data consulting services for their partners, who include many leading companies in the field, such as Tableau, Snowflake, Exasol, Alteryx, Microsoft and more.

Panoply is a fully-integrated data management platform that syncs, stores, organizes and analyzes data from many sources. It enables the use of search query language to explore data, then analyze and visualize it through its robust integration capabilities. Accessible anywhere via the cloud, it combines data warehousing, AI-powered data processing and a variety of integrations to provide a user-friendly data analysis infrastructure.

Avora is an AI-powered augmented analytics solution that enables enterprises to detect anomalies in processes for better decision-making. Reducing data prep and discovery time, it enables teams of all technical skills to run and share reports with others through self-service workflows. With its embedded offering, teams can access data without having to switch between native workflows. Enterprises can glean metrics for brand positioning and business strategy through granular data insights delivered at speed.Automated root cause analyses of workflow and infrastructural issues help accelerate the time-to-insight. The number of available metrics varies by pricing plan.

Tableau Server is a solution that allows organizations to deliver governed self-service analytics to all their users at scale. Installed either on-premises or in a public cloud, it enables users to create and share beautiful data visualizations and dashboards with key decision makers in a secure online environment. It offers advanced management options for increased visibility and data governance. Pricing is on a subscription per-user basis, with creator, explorer and viewer license options, similar to the Online version. In direct comparison, it offers comparable functionality at an enterprise level for a slightly lower price point, factoring in the cost of hardware and server maintenance. The vendor also offers data management and server management add-ons that enhance data preparation and governance.

Klipfolio is an analytics software tool that helps users wield data intelligently and confidently by building dashboards and reports that track KPIs and monitor trends. Users can glean insights from information across the organization collected in one convenient place and deploy interactive data visualizations that they can share with ease. It is available through an annual or monthly subscription to one of four plans: Publish, Grow, Team and Team+. The number of dashboards and users allowed, as well as the data refresh rate and level of support varies depending on the pricing plan selected.

Toad Data Point is a data query solution that enables enterprises to access their information and generate reports through visual querying and automated workflows. Business analysts can pull information from virtually any source such as files, ODBC, cloud and in-memory data storage through self-service data integration. It empowers non-technical teams to derive meaningful insights from data by creating SQL queries through a drag-and-drop interface. Businesses can share query results with others in CSV, PDF, HTML and Excel formats.It ensures data quality by flagging incomplete and duplicate records through one-click data profiling. In addition to a free 30-day trial, the vendor offers two commercial editions: Base and Professional.

Grow is a cloud-based data visualization solution that helps users derive insights from their data to evolve their businesses. As their brand name may suggest, the vendor designed it to help growing small to mid-sized businesses to access actionable insights. Suitable for the average user, it turns spreadsheets into dashboards that simplify metrics for understanding and can be sent quickly to customers or other employees. It has three offerings: Basic, Professional and Enterprise, which offer varying levels of connectivity as well as varying prices for additional dashboards. All three allow for an unlimited number of users.

SAP Predictive Analytics is a fully-featured, on-premise analytics solution from SAP. This software has a multitude of features, though topping the list is its full connectivity to Big Data and other third-party sources, as well as its integration with SAP’s line of software.SAP’s Predictive Analytics solution also integrates with existing data warehouses, data mining operations, and existing R scripts, giving users power over their already powerful pools of data. Reporting tools deliver automated insights and let you deploy code across your enterprise.

AnswerRocket is an AI-powered augmented analytics tool that quickly provides the answers to questions decision makers ask, delivering actionable, accessible insights. It targets business users, enabling users of all technical skill levels to explore their data through natural language processing and an intuitive interface. Users can generate customizable interactive visualizations and dashboards from queries entered in plain English.

Fivetran is a cloud-native data extraction tool that simplifies and streamlines the data analysis process with a zero-maintenance pipeline that ensures expedient, transparent delivery of data from source to warehouse. Built to empower analysts, it allows users to accelerate analytics and achieve faster time-to-insights without the need for complex engineering, promoting more efficient data-driven decision-making for users of all technical skill levels. Suitable for small to large companies, it is a public-cloud hosted SaaS available through annual subscriptions, paid via invoice. Pricing is volume based with three tiers of plans, in ascending order of offerings and cost: Starter, Standard and Enterprise.

JReport by Logi Analytics (now discontinued) empowered companies to perform data analysis and generate reports directly from other business applications. It was scalable, customizable, fault-tolerant and worked seamlessly within other web interfaces. It integrated with any architecture and supported a range of embedding methods from the front and back ends.