Data & Analytics Enablement Guide for Resellers May 2021 Table of Table of Contents Contents Table of Contents 1 Purpose, Guidance Purpose, Guidance & Introduction 2 & Introduction Interactive Diagram 3 Interactive Analytic Data Management & Integration Platforms 4 Diagram Overview 4 Analytic Data Management 5 Analytic Data Management Analytic Data Integration & Integrity Tools 6 & Integration Platforms Continuous Analytics Tools 7 BI & Analytics Tools BI & Analytics Tools and Platforms 8 and Platforms Overview 8 End-User Query, Reporting, & Analysis Tools 9 Performance Management Advanced & Predictive Analytics Tools 10 & Analytics Applications Content Analytics Tools 11 Search Systems 12 Analytics in Industries Spatial & Location Analysis Tools 13 AI Software Platforms 14 Performance Management & Analytics Applications 15 Appendix Overview 15 Solutions & Products 16 Analytics in Industries 17 Overview 17 Healthcare 18 Manufacturing 19 Retail 20 Public Sector/Smart Cities 21 Appendix 22 Tech Data Solutions and Services 22 Definitions 23-25 Learn more 26 The information contained in this document is confidential and is intended only to be viewed by the recipient(s). Recipient(s) is not authorized to share this document without written permission from sender. If you are not the intended recipient(s), you are hereby notified that any distribution or copying of this document is strictly prohibited. Table of Contents Purpose & Guidance Purpose, Guidance Purpose Guidance & Introduction This is a self-service asset designed to inform Tech Data sellers about • Click any section in the menu bar on the right to navigate to that section, or Interactive analytics technologies and solutions available through Tech Data. • Use the Interactive Diagram to navigate directly to areas of interest Diagram Analytic Data Management Introduction & Integration Platforms The crowded analytics and BI market includes everything from long-standing and large technology players to venture capital-backed startups, and smaller, BI & Analytics Tools privately funded software vendors. Vendors of traditional BI platforms have evolved their capabilities to include modern, visual-based data discovery that also and Platforms includes governance, and more recently, augmented analytics. Newer vendors continue to evolve the capabilities that once focused primarily on agility, by extending them to enable greater governance and scalability, as well as publishing and sharing. Performance Management & Analytics Applications The correct analytics software system can mean the difference between success and failure. It’s easy to understand that your customers need an analytics solution to maximize their cost savings. The hard part comes when they are filtering through all the potential options. Analytics in Industries The Big Data and Analytics (BDA) software market represents a collection of software tools and applications for data extraction, integration, governance, Appendix movement, curation, analysis, and visualization deployed to support or automate a broad range of strategic, operational, and tactical decision making. Based on IDC’s BDA taxonomy there are three primary BDA segments: Analytic Data Management & A set of tools for the creation and ongoing management of data repositories to support analytic workloads Integration Platforms BI & Analytics Tools and Prepackaged analytic applications for specific business functions and/or industries Platforms Performance Management Prepackaged analytic applications that support decision making and analytics functions and provide business process support, and Analytics Apps separation of function and time-oriented integrated data from multiple sources Table of Data Data Integration Data Warehouse BI, AI, & Contents Sources & Data Management & Data Lake Predictive Analysis Purpose, Guidance & Introduction Search Systems, Edge Compute/Edge AI Streaming Data/ Analytic Data Management Advanced & Predictive Analytics Tools, Interactive Continuous Analytics Database Systems Content Analytics Tools Diagram Streaming / In Motion Message Broker Analytic Data Management & Integration Platforms IoT Sensors Unstructured Wired /WIFI / Cellular / LPWAN Connectivity AI / ML Compute BI & Analytics Tools Data IoT IoT Platform / Edge Analytics Data Lake Continuous Automatic Learning Image and Platforms Video • Device Management Audio • • Rules Processing Nonrelational Analytics • AI / ML Model Development & Performance Management • Streaming Integration Data Stores • Streaming Analytics • Dynamic Data Management Testing Environment & Analytics Applications Systems File Data • No SQL Database/Data Lake IoT Semi- Analytics in Industries structured Social Data Data Email HTML GPS Traffic Appendix Weather Application/ Service Delivery Application Master Data Management Data Warehouse BI / Reporting Legacy Data /Databases Click on any of the colored items Business Metadata Management • • Relational Data Dashboards and Data Visualizations in the diagram for more detail Applications ERP • Production Reporting Tools Management System • Data Mining & Statistical Software CRM • Data Preparation (RDBMS) SCM • • Model Management • Data Quality Relational Data Warehouse • Predictive Modelling Help Desk • Excel Data Integration • Image & Video Analytics ETL / ELT, API Connectors, Database, Connectors Database, API Connectors, / ELT, ETL • ITSM Data Governance Data Virtualization / Containers • Decision Automation Key Analytic Data Management Robotic Process Automation & Integration Platforms Security & Governance BI and Analytics Tools and Platforms Data Acquisition Data Value Creation Internal Business Value External Business Value Performance Management and Analytics Apps Table of Contents Purpose, Guidance Analytic Data Management & Integration Platforms & Introduction Interactive IDC defines analytic data management and integration platforms as a sets of tools for the Diagram creation and ongoing management of data repositories to support analytic workloads. This segment includes three market subsegments: Analytic Data Management & Integration Platforms Overview Analytic Data Management Analytic Data Management Analytic Data Integration & Integrity Tools Analytic Data Integration & Integrity Tools Continuous Analytics Tools Continuous Analytics Tools BI & Analytics Tools and Platforms Performance Management & Analytics Applications Analytics in Industries Appendix To learn more. visit: https://recon.techdata.com/spitool/ Table of Analytic Data Management Contents Analytic data management software includes relational database management systems (RDBMSs) and a broad range of nonrelational data stores and dynamic data management environments used to build and maintain data warehouses, data marts, and other analytic data stores. This software market is divided into two Purpose, Guidance & Introduction segments: Relational data warehouse and Nonrelational analytic data stores. Interactive Diagram KEY PRODUCTS TECH DATA VENDORS PRODUCT NAME OTHER VENDORS PRODUCT NAME Analytic Data Management • Relational Data Warehouse Oracle: Oracle Database Teradata: Teradata & Integration Platforms • Data Marts IBM: DB2; PostgreSQL Pivotal: Greenplum Microsoft: SQL Server; Azure Cosmos DB SAP: BW/4HANA; Sybase IQ; Snowflake Overview Amazon: Redshift Analytic Data Management Analytic Data Integration & Integrity Tools Document Oriented Database Document Oriented Database • Dynamic Data Management Continuous Analytics Tools IBM: Cloudant Couchbase: Couchbase Server • Nonrelational Data Stores MongoDB: MongoDB MarkLogic: MarkLogic Database Amazon: DynamoDB Graph Database BI & Analytics Tools and Platforms Graph Database DataStax: Titan IBM: Compose for JanusGraph Franz Inc: AllegroGraph Performance Management Key Accessible Database Neo Technology: Neo4 & Analytics Applications Objectivity: InfiniteGraph Amazon: SimpleDB OrientDB, Cray: Urika Oracle: NoSQL DB Analytics in Industries Google: Bigtable Key Accessible Database Basho: Riak DataStax: Distribution of Apache Cassandra Appendix Scalable Data Collection Managers Scalable Data Collection Managers • Data Lake Cloudera: Cloudera Data Platform MapR: Hadoop Oracle: OAC Data Lake Pivotal: Hadoop Amazon: Elastic MapReduce (EMR) HD Microsoft: HDInsight IBM: Cloudera Data Platform (Cloud Pak for Data) Further explore Tech Data’s analytics solutions, products, and vendors with our interactive SPI Tool: recon.techdata.com/spitool Table of Analytic Data Integration & Integrity Tools Contents This software enables the access, blending, movement, and integrity of data among multiple data sources. It is also the conduit that enable users to connect to Purpose, Guidance structured and unstructured data contained within various types of storage platform (relational and nonrelational), both on-premises and in the cloud. The data & Introduction integration and integrity software market includes bulk data movement software (such as data extraction, transformation, and loading [ETL] tools), data quality software, data access infrastructure, composite data frameworks, master data definition and control software, metadata management software, and self-service Interactive data preparation software. Diagram Analytic Data Management KEY PRODUCTS TECH DATA VENDORS PRODUCT NAME OTHER VENDORS PRODUCT NAME & Integration Platforms • ETL Tools Alteryx: Data Platform SAS: Data Quality Overview • Data Quality Software Software AG: webMethods Talend: Data Integration Analytic Data Management • Data Access Infrastructure Hitachi: Pentaho Data Integration