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AFS G2 is an AI/ML-enabled analytics application for the consumer packaged goods (CPG) industry. Its analytics are designed to improve outcomes at the point of purchase and generate efficiencies in trade spend, retail execution, and supply chain.

Alteryx is a self-service data analytics platform. It provides a visual workflow tool in Alteryx Designer to prepare data for analysis, and the Alteryx Server platform to run and share analytic models and reports.

Amazon QuickSight is a cloud-powered business analytics service that makes it easy to build visualizations, perform ad-hoc analysis, and quickly get business insights from your data via browser-based visualizations and dashboards. It works with a variety of databases, AWS data sources, CSV and Excel files, and SaaS applications.

Amazon SageMaker provides developers and data scientists with the ability to build, train, and deploy machine learning models quickly. It's a fully-managed service that covers the entire machine learning workflow to label and prepare data, choose an algorithm, train the model, tune and optimize it for deployment, make predictions, and take action.

AnswerRocket is a natural language search-based BI tool for interacting with your data. Its AI-powered platform combines machine learning with natural language generation to let users answer key business questions.

Apache Spark is an open source analytics engine for big data. It can run batch and streaming workloads, and has modules for machine learning and graph processing. Developers can write interactive code from the Scala, Python, R, and SQL shells. Spark runs almost anywhere — on Hadoop, Apache Mesos, Kubernetes, stand-alone, or in the cloud. It can access data in HDFS, Apache Cassandra, Apache HBase, Apache Hive, and hundreds of other data sources.

Arcadia Data's BI tool runs natively with cloud environments that include data warehouses, object storage, data lakes, and serverless analytics. It can connect with Amazon Redshift, Amazon S3, Google BigQuery, Microsoft Azure Data Lake Storage, Snowflake, and other cloud services for AI-driven and natural language analytics.

BOARD is an all-in-one decision-making platform that combines business intelligence tools with performance management, simulation, and predictive analytics. Its coding-free, drag-and-drop interface enables users to build self-service analytics and planning applications.

Beaker is an open source, notebook-style development environment, designed to work with large, complex data sets. Beaker is compatible with, and provides easy translation between, a range of programming languages.

The vision at Bime is to empower anyone on your team to be a data analyst. You can create custom dashboards and reports without writing a single SELECT statement.

Birst connects the entire organization through a network of interwoven virtualized BI instances on top of a shared analytical fabric. Birst’s user data tier allows self-service access to both governed and ungoverned data and metrics, and its adaptive user experience gives users a broad choice of self-service data consumption options.

Carto provides tools that let organizations create data visualizations based on location data. Users can produce interactive maps by dragging and dropping widgets in a browser-based interface.

Chartio is a powerful cloud business intelligence service that anyone can use. Simple to set up and easy to use, Chartio enables business users to explore complex and disparate data in real time.

ClearStory provides AI-powered, enterprise-scale Continuous Intelligence analytics for daily business decisions. Its integrated application and platform speed analysis across internal and external data sources to drive holistic insights for users across lines of business.

ClicData's business intelligence tool offers data visualization through live and interactive dashboards and self-updating reports. It offers report update scheduling and provides alerting when data values fall outside of defined values.

Cloud Datalab is an interactive tool that lets data professionals explore, analyze, transform, and visualize data and build machine learning models on Google Cloud Platform. It runs on Compute Engine and connects to multiple cloud services.

Cluvio is a modern data analytics platform that lets you run SQL queries against your database, visualize the results, and create beautiful, interactive dashboards in minutes. Cluvio is the first platform to include hosted execution of R scripts as part of its analytics engine.

DataRobot’s enterprise automated machine learning platform empowers users to quickly and easily build hundreds of predictive models with full transparency within minutes. It helps data scientists of all skill levels to build and deploy accurate machine learning models in a fraction of the time this used to take.

Databricks provides a Unified Analytics Platform powered by Apache Spark for data science teams to collaborate with data engineering and lines of business to build data products. Its fully managed, scalable, and secure cloud infrastructure reduces operational complexity and total cost of ownership.

Dataform lets data engineers develop, schedule, and debug SQL pipelines. It helps analysts create standard data definitions and publish tables in cloud data warehouses, write data tests, and automate complex SQL processing pipelines.

Datameer is a self-service analytics platform with a spreadsheet-style interface that allows users to easily navigate and analyze large data volumes. Datameer is built on Hadoop, runs on local hardware, and offers connectors to cloud-based and on-premises data warehouses and databases.

Datapine lets you explore data sets, visualize trends and patterns, and build professional shareable dashboards using an intuitive user interface. You can create scheduled reports and directly embed dashboards in your own applications.

Datawrapper is a user-friendly open source web tool for creating interactive charts. It lets end users click through a graphical interface to create responsive charts that can be embedded on web pages. The company says the software was "built for journalists, by journalists."

Domo is a cloud-based platform that connects to more than 500 data sources and provides more than 300 interactive charts and dashboards, plus native applications for mobile platforms.

Dundas BI lets businesses turn raw data into web-based analytics dashboards using a visual design tool. It also offers embedded analytics for companies that want to integrate a white label business intelligence tool.

Exago is an embedded analytics platform for SaaS applications. Software developers can embed Exago in their own products to provide users with canned and ad hoc reports, visualizations, and dashboards.

Exploratory lets users without a data science background use machine learning and statistical algorithms to find patterns and trends in data and discover insights. It provides a wide range of visualizations and makes them available in dashboards and for sharing.

FusionCharts is a JavaScript charting library with open source plugins for popular languages and frameworks. It offers a collection of more than 90 JavaScript charts, a variety of dashboard widgets, and more than 1,400 geographical maps for plotting and visualizing data.

GoodData is a cloud-based platform for business intelligence reporting and big data analytics. It includes a columnar data warehouse, data integration tools, and analytics provided via interactive dashboards.

Google Data Studio lets you turn your data into customized dashboards and reports without coding. It provides prebuilt connectors to several database sources, Google products such as Google Analytics and AdWords, and CSV files.

Grow lets users blend and compare data from multiple sources on a single dashboard. It offers speedy implementation through a point-and-click interface, a wide range of data integrations, and more than 300 pre-built reports.

H2O is an open source distributed in-memory machine learning platform for big data analysis. Its AutoML feature automatically runs through multiple algorithms and their hyperparameters to produce a leaderboard of the best models.

Halo creates supply chain analytics — purchasing and procurement, operations and production, inventory, and sales analysis. It provides a platform for self-service supply chain planning and data discovery.

HighCharts is an open source charting library written in JavaScript that works with any back-end database or server stack. It lets users create basic charts without writing code, and displays the charts following responsive design principles. Developers can also use HighCharts to code more complex charts.

Holistics is a cloud data platform for automating data operations and reporting. Companies use Holistics to automate their full business intelligence process, from preparing raw database data to SQL reports and insight delivery. Data professionals work more independently, and business users can answer their own questions with no learning curve.

IBM Cognos lets business users create compelling visualizations and dashboards on the fly. It delivers all the functions of traditional BI and augments them with AI-driven elements and self-service features that deliver stronger insights.

Incorta's Direct Data Mapping engine uses relational mapping of data from multiple sources to create analytics without data modeling, transformations, or ETL jobs. It provides responsive drill-down dashboards with sub-second query response times.

Indicative is a behavioral analytics platform that helps growth marketers and product managers optimize customer engagement, conversion, and retention. Indicative empowers you to make better product and marketing decisions.

InetSoft's Data Intelligence tool blends data from multiple sources for business intelligence and machine learning. The software provides visualizations for dashboards and a report designer.

Infogram is a data visualization platform that lets users quickly create and share charts and infographics. Infogram helps media, marketers, and business decision-makers tell their stories with data.

ChristianSteven Software's IntelliFront BI lets data analysts use a browser-based interface to create create reports and dashboards and share them via a secure portal. It runs on-premises and integrates with Active Directory for single sign-on.

Intellicus connects different types of data from multiple sources on one system for analysis. It can use data from sources such as RDBMSes, applications, social media platforms, data warehouses and data lakes, web services, and filesystems.

Izenda is an embedded analytics platform that lets software developers add self-service reports, visualizations, and dashboards to their own products.

JReport is an embedded analytics platform. Software developers use JReport to add reports, visualizations, and dashboards to their own products.

JackDB helps businesses analyze and query any database in the cloud using industry-standard SQL, entirely in a web browser. It offers a secure, collaborative environment for data analysis and query-based reporting against many popular data sources and analytic data warehouses.

Jupyter is an open source web application that allows you to create and share documents containing live code, equations, and visualizations. It's compatible with more than 40 programming languages.

KNIME Analytics Platform is open source software for creating data science applications and services. KNIME makes understanding data and designing data science workflows and reusable components accessible to everyone.

Jungleworks' Kato business intelligence and data analytics tool provides data discovery, planning, and analysis capabilities via dashboards with which business users can publish and share data.

Keshif provides automated charts that display a live, interactive, and transparent view into data. It enables organizations and individuals to collaborate and share dashboards publicly or privately and explore data from a wide range of subjects, domains, sectors, and geography.

Klipfolio lets users build and share real-time business dashboards on web browsers, TV monitors and mobile devices. It can integrate data from hundreds of sources. It offers more than 300 pre-built data visualizations, and lets users create their own.

Knowi uses both SQL and NoSQL data sources to create augmented analytics. Users can write queries or use a drag-and-drop query generator. Businesses can integrate machine learning algorithms directly into data analytics workflows and automatically trigger actions based on resulting calculations.

LityxIQ is a suite of cloud-based predictive analytics tools. You can import, clean, manage, manipulate, and blend your data, then generate charts, tables, and dashboards, and further your analysis through building and scoring using predictive models.

Logi is an embedded analytics platform. For more than 17 years, Logi has helped companies embed dashboards and reports in commercial and enterprise applications.

Looker is a data platform that makes it easy to find, explore, and understand your data. Looker’s powerful modeling layer allows you to describe and transform raw data, creating a reliable source of truth for your business.

Magento Business Intelligence Essentials offers analytics reports and dashboards that provide information about online stores based on Google Analytics. A Pro version adds support for more data sources and additional customization.

Metabase is an open source business intelligence tool that lets you create charts and dashboards using data from a variety of databases and data sources. You don't need to know SQL to create visualizations, but Metabase supports SQL for advanced customization.

Metric Insights' Push Intelligence displays metrics, KPIs, reports, and dashboards in a consolidated browser-based business intelligence portal. Users can set rules and thresholds to trigger alerts when thresholds are met or outliers are found in the data.

Microsoft Excel — sure, it's a spreadsheet, but many organizations also use it to create charts and graphs. There are more powerful tools for business intelligence and data analytics, but none more widely used. This makes Microsoft Excel an attractive addition to the BI toolkit, as users can share reports in an editable format and integrate them into the wider Microsoft Office suite.

MicroStrategy supports more than 70 data sources for creating drag-and-drop data analytics dashboards and visualizations.

Mode is an analytics platform built for collaboration. Mode combines a SQL editor, Python notebook, and visualization builder into one easy-to-use interface, meaning anyone – from data scientist to CEO – can access, analyze, and make decisions with data.

Numeracy is a lightweight SQL pad that gives you querying and visualization tools for your data warehouse. It lets you go from SQL query to interactive visualization in a few clicks.

Numetric provides a suite of tools in an analytics platform for traffic safety professionals. It combines a configurable, off-the-shelf platform with purpose-built apps to provide analytics and visualizations.

Oracle Business Intelligence (BI) provides an integrated array of tools for query, reporting, analysis, alerting, mobile analytics, data integration, and more.

Paxata's Adaptive Information Platform is a self-service data preparation platform that gets data ready for data analytics software.

Pentaho is a BI software suite with a focus on big data analytics. Pentaho features tools around reporting, dashboard creation, data mining, and data modeling.

Plotly is a cloud-based data visualization toolbox that lets people who work with data create charts and share them on the web. Data scientists, developers, and designers can use Plotly's APIs to build data visualizations, or make charts without coding by connecting with spreadsheet or database data.

PopSQL is a collaborative SQL editor for teams. You can write queries in tandem and collaborate in real time, just like Google Docs. PopSQL let you visualize data and share your results.

Power BI is a cloud-based platform for creating and sharing real-time data visualizations. It features templates for popular data sources and drag-and-drop capabilities for building charts. Users can create reports, dashboards, and visualizations without having to rely on IT staff.

Prognoz, headquartered in Russia, delivers dashboards and reporting for analytics, visual discovery, and forecasting.

Pyramid's enterprise analytics platform utilizes existing data sources and lets organizations manage information, apply machine learning, build models, explore business problems, present analytic content, and share data insights across the enterprise.

Python a widely used programming language, and one of the top three most common skills for data scientists. Python’s rich ecosystem includes open source software and libraries for data structures, analysis, and visualizations.

Qlik has a variety of powerful tools for data, including Qlik View and Qlik Sense. With Qlik Sense, you can analyze data and make data discoveries on your own. You can share knowledge and analyze data in groups and across organizations.

Qubit is a scalable segmentation and personalization platform. It integrates tools including analytics, A/B testing, and behavioral targeting to enable marketers to identify user segments and how they behave, allowing organizations to personalize customers' ecommerce experience and improve conversion rates.

Qubole provides a cloud-native self-service data platform for big data analytics and machine learning. Qubole self-manages, self-optimizes, and learns from your usage, allowing the data team to focus on business outcomes rather than on managing the platform.

R is a free software environment for statistical computing, and one of the top three most common skills for data scientists. R’s community of users maintains a rich ecosystem of libraries, packages, in-person events, and online resources.

RapidMiner is a data science platform for teams that provides an integrated environment for data preparation, machine learning, and predictive model deployment. Users can enter raw data and use the software for automatic, intelligent analysis.

RazorSQL is an SQL query tool, database browser, SQL editor, and database administration tool. It can connect with more than 40 databases, and runs on Windows, macOS, Mac OS X, Linux, and Solaris.

Redash is an open source analytics platform. It connects directly to your databases, allowing for easy querying, visualization and dashboarding, and data collaboration.

ReportPlus lets businesses securely access their data to gain new insights and make smarter decisions faster. Users can create, view, and share rich visualizations and BI dashboards on any device.

Connect your database to RockDaisy to create reports. Map queries to visualizations and filters with a query editor, or use existing stored procedures, to create interactive, shareable dashboards. The toolkit features intelligent auto-complete, query parameterization, and form complete.

SAP Lumira Discovery lets you consider relevant data for specific business questions, visualize it, and represent it in graphical formats such as bars, lines, and heat maps. You can build BI visualizations to gain and share insight via dashboards, infographics, and presentations.

SAS Business Intelligence (BI) is a suite of applications that allows you to prepare and display data for statistics, predictive analytics, data mining, text mining, and forecasting. The tools provide interactive visualizations backed by analytics.

SeekWell is a modern desktop SQL client built for collaborative data teams. All of your queries are stored in a code repository and automatically shared with the rest of your team. Our platform is also tightly integrated with Google Sheets and Slack. You can send results from your database to Google Sheets and automatically refresh the data.

Shiny is an open source R package that provides a framework for building web applications using R. Users can host standalone apps on a web page or embed them in R Markdown documents or build dashboards. Users can also extend Shiny apps with CSS themes, htmlwidgets, and JavaScript actions.

Sigma is the live visual interface for your data warehouse. Build dashboards, charts, tables, and alerts in a familiar spreadsheet interface.

Sisense lets builders collaborate on a single platform, delivered in a hybrid, cloud-native environment. Product Managers and R&D teams build BI & analytic apps with a full suite of APIs and SDKs. Business users can self-serve to add a variety of data sources and build interactive dashboards with little or no IT involvement. Data scientists and data engineers use powerful querying languages (SQL, Python, and R) to build advanced models and uncover deep insights in data.

Slemma is codeless data visualization software. You can connect with databases and data sources and build automatically updating dashboards, which you can then share with colleagues or clients.

Statsbot works with raw data stored in modern data warehouses. It not only queries and transforms data on the fly, it also does background optimization and pre-aggregates heavy calculations, so it produces charts, reports, and dashboards that load extremely quickly.

Apache Superset provides an easy-to-use interface for exploring and visualizing data. It supports dozens of visualization types, with code-free user flows to drill down and to the data underlying the dashboards.

TARGIT Decision Suite provides self-service business intelligence and data discovery alongside reporting and dashboarding with drilldown capabilities.

Tableau is a robust analytics and visualization platform. Tableau’s business intelligence software can be run on a desktop, the cloud, or your own servers, ensuring you have the security and governance that works for your organization.

Tamr provides a data unification platform that uses machine learning supplemented by human expertise to unify and prepare data from different silos for data analytics.

ThoughtSpot's business intelligence and big data analytics platform helps you explore, analyze, and share real-time business analytics data. Components let you make natural language queries, spot hidden insights, and create drill-down dashboards.

TIBCO Spotfire is an enterprise-class analytics platform with smart visual analytics, an AI-driven recommendation engine, and full-featured data discovery toolset. Data preparation features help users shape, enrich, and transform data. Inline data wrangling helps deliver AI-driven, visual, geographical, and streaming analytics.

Toucan Toco provides operational data storytelling for non-technical decisionmakers in the form of dashboards and analytical tools available on desktop, web, and mobile platforms.

Build complex queries without code. Live stream results to excel and Google sheets. Get started free, in less than 3 minutes.

Trifacta Wrangler enables people to explore, transform, and join together diverse data for analysis with the help of machine learning.

With Ubiq, you can create charts, reports, and dashboards from your data using drag and drop – no programming required. Ubiq works with a variety of databases and cloud-based data warehouses.

Veera is Rapid Insight's analytics platform for data preparation (Veera Construct), analysis (Veera Predict), and sharing (Veera Bridge).

WebFOCUS BI and analytics tools from Information Builders uses the three i's of data and analytics — integration, integrity, and intelligence — to align your organization better, drive up the adoption of analytics, and help every type of user with every type of use case.

Yellowfin's analytics tools automatically find correlations in your data, build the most relevant content, and provide a natural-language narrative to explain the results. You can also ask questions for better results and blend multiple data sources to produce visualizations and infographics.

Apache Zeppelin is a web-based notebook that enables data-driven, interactive data analytics. It offers data ingestion, data discovery, data analytics, data visualization, and collaboration features.

Zoho Analytics is an online reporting and business intelligence service that helps you analyze your business data and create reports and dashboards for informed decision-making. It lets you create and share reports in minutes with no IT help.

Zoomdata is a data visualization and analytics tool that provides interactive data visualization of big data, up to billions of rows, and fast data, rendered quickly into charts and dashboards. Users can also embed visual analytics into applications using a client that runs on desktop and mobile devices.

iDashboards provides a data management and visualization platform that includes dashboards that users can build with no coding to provide what it calls interactive intelligence.

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