How does SAP BI & Analytics score on certain components?
In our survey we looked in detail at the various software products of SAP BI & Analytics software. More than 710 evaluation criteria were examined. The graph below gives good insight into the strengths and weaknesses of SAP Analytics, compared to the competition. Please note that Passionned Group is 100% independent of the suppliers in the research. We are not a reseller, we do not make deals or have done business with the supplier. Among other things, we help and advise companies in the proper selection of BI tooling.
Figure 1: The pros and cons of the software vendor SAP BI & Analytics. A maximum of 100% can be obtained. Source: the BI & Analytics Guide 2023. Do you want more information about the survey structure? Click here to download this guide.
The SAP analysis was conducted by collecting a lot of public big data and from there it was extensively analyzed. More than 8,242 documents have reviewed from SAP in recent years. In this analysis process both algorithms and the critical eye of a senior BI expert played a key role in drawing conclusions.

In our 100% vendor-independent BI & Analytics Guide we have collected all the ins and outs of SAP BI & Analytics for you. You get access to hundreds of (shorter) trainings, tech talks, lectures, demos, tutorials, and so on and always have the latest BI & AI news. This guide will additionally assist you in profoundly improve your knowledge about BI & Analytics. Download now.
SAP and their complete BI & Analytics product portfolio
SAP knows (a minimum of) 62 products in the realm of BI & Analytics. Starting with the most popular product of SAP BI & Analytics we list the most important products below:
What is SAP Analytics?
Other names by which this software product is known: SAP Business Intelligence
Under this heading, we provide a description of SAP Analytics, including some of its features and any related products. This product group consists of SAP HANA, SAP BW, SAP Analytics Cloud, SAP Lumira, SAP BI Platform, SAP Cloud Platform, Sybase, SAP Predictive Analytics, SAP Conversational AI, SAP Data Warehouse, SAP Data Services, SQL Anywhere, SAP Data Hub, Fiori Launchpad, SAP Analytics Hub, SAP Leonardo Machine Learning, SAP Web Analytics, SAP Leonardo IoT, SAP Big Data, Rapid Marts, SAP Insurance Analyzer, SAP BEx, SAP Machine Learning, SAP Analytics Designer, SAP Data Science, SAP Enterprise Analytics and Bpmon Analytics. The SAP Analytics can be best defined by the following features:
- analytics
- business intelligence
- data discovery > analysis
- BI infrastructure > Application Programming Interface
- analytics > analytics hub
- analytics > advanced analytics > predictive analytics
- business intelligence > reporting
- BI infrastructure > Application Programming Interface > REST APIs
- data connectivity > Microsoft Excel
Are you curious about all the functionalities (100+) of SAP Analytics? Download directly our BI & Analytics Guide™ 2023 here.
Lacking capacity and want to hire an experienced SAP Analytics consultant?
Do you want to hire a freelance SAP Analytics developer who can do a mountain of work for you and implement an SAP Analytics application? Or do you want to develop an application for one of the related products like SAP Analytics Cloud, SAP HANA, SAP Analytics Hub, SAP BW, SAP BusinessObjects, S/4HANA Embedded Analytics, SAP Data Warehouse, SAP Cloud Platform, SAP Lumira and SAP BusinessObjects Web Intelligence? You can do so using our interim services. Indeed, hiring SAP Analytics developers is not always necessary and sometimes even inconvenient. Leave a message here and we will explore the possibilities of cooperation with you.



What is SAP HANA?
Other names by which this software product is known: HANA, SAP HANA Platform, SAP S/4 HANA
In this paragraph, we portrait SAP HANA, including some of its features and any related products. This product group consists of SAP HANA Streaming Analytics, S/4HANA Embedded Analytics, SAP HANA Data Warehousing, SAP HANA Enterprise, SAP HANA Text Analytics and SAP HANA Advanced Analytics. This product / group of products can be characterized by the following functionalities:
- performance optimization > in-memory
- analytics
- data governance > data management > SQL
- data connectivity > SAP Business One
- performance optimization > in-memory > in-memory database
- real-time analytics > real-time
- data integration
- data discovery > analysis
- big data > massive volumes
- BI infrastructure > repository
Do you want to know everything about all elements (100+) of SAP HANA? Download the BI & Analytics Guide™ 2023 here.



What is SAP HANA Streaming Analytics?
Under this heading, we report the (main) characteristics of SAP HANA Streaming Analytics, including some of its features and any related products. This product / group of products can be best defined by the following characteristics:
- big data > streaming
- analytics
- stream analytics
- big data > streaming > data streaming
- real-time analytics > real-time
- artificial intelligence > machine learning
- BI infrastructure > SDK
- data connectivity > Kafka
- BI infrastructure > web services
- data governance > data management > SQL
Are you curious about all characteristics (100+) of SAP HANA Streaming Analytics? Download directly our BI & Analytics Guide™ 2023 here.



What is S/4HANA Embedded Analytics?
Under this heading, we describe S/4HANA Embedded Analytics, including some of its features and any related products. This product / group of products can be best defined by the following functionalities:
- analytics
- BI infrastructure > embedded analytics
- real-time analytics > real-time
- business intelligence > reporting
- data discovery > analysis
- business intelligence > reporting > operational reporting
- data connectivity > ABAP
- data connectivity > OData
- data connectivity > Microsoft Excel
- decision management > performance management > KPI
Are you now curious about all properties (100+) of S/4HANA Embedded Analytics? In that case open the BI & Analytics Guide™ 2023 here.



What is SAP HANA Data Warehousing?
In this section, we provide a description of SAP HANA Data Warehousing, including some of its features and any related products. This product / group of products can be best characterized by the following features:
- data integration > data warehousing
- data governance > data management > SQL
- data integration > data warehousing > SQL data warehouses
- data integration > data warehouse
- data governance > data management
- data connectivity > native
- analytics
- data connectivity > ABAP
- data connectivity > Hadoop Distributed File System
- performance optimization > in-memory
Do you want to know the intricacies of all characteristics (100+) of SAP HANA Data Warehousing? Then download our BI & Analytics Guide™ 2023 here.



What is SAP HANA Enterprise?
In this paragraph, we report the (main) characteristics of SAP HANA Enterprise, including some of its features and any related products. This product can be defined by the following features:
- BI infrastructure > scalability > Amazon Web Services
- BI infrastructure > infrastructure
- analytics
- performance optimization > in-memory
- data integration > data warehousing
- data integration > data warehouse
- data connectivity > connectivity
- BI infrastructure > scalability > cloud platform
- BI infrastructure > scalability
- data connectivity > SAP Business One
Do you want to know everything about all elements (100+) of SAP HANA Enterprise? Then download our BI & Analytics Guide™ 2023 here.



What is SAP HANA Text Analytics?
Other names by which this software product is known: SAP HANA Text Analysis, SAP HANA Text Mining
We don’t reveal everything here but, in this paragraph, we provide a description of SAP HANA Text Analytics, including some of its features and any related products. SAP HANA Text Analytics can be best characterized by the following features:
- data discovery > analysis > text analysis
- analytics > advanced analytics > text analytics
- real-time analytics > real-time
- BI infrastructure > scalability > cloud platform
- big data > unstructured data
- data connectivity > native
- data discovery > analysis > sentiment analysis
- data connectivity > OData
Are you now curious about all the functionalities (100+) of SAP HANA Text Analytics? Download the BI & Analytics Guide™ 2023 here.



What is SAP HANA Advanced Analytics?
In this paragraph, we provide a description of SAP HANA Advanced Analytics, including some of its features and any related products. The product SAP HANA Advanced Analytics can be best characterized by the following characteristics:
- analytics > advanced analytics
- data discovery > analysis
- real-time analytics > real-time
- big data > streaming
- stream analytics
- business intelligence > reporting
- big data > IoT
- big data > sensors
Are you curious about all the functionalities (100+) of SAP HANA Advanced Analytics? Then order the BI & Analytics Guide™ 2023 here.



What is SAP BW?
Other names by which this software product is known: BW, Business Warehouse, SAP NetWeaver BW
In this paragraph, we provide a description of SAP BW, including some of its features and any related products. This product group consists of SAP NetWeaver Business Warehouse and SAP NetWeaver Business Intelligence. The SAP BW can be best characterized by the following functionalities:
- data integration > data warehouse
- data integration > data warehousing
- BI
- business intelligence
- data connectivity > ABAP
- artificial intelligence > data mining
- performance optimization
- business intelligence > reporting
- analytics
- data integration > data warehousing > EDW
Are you now curious about all properties (100+) of SAP BW? Open the BI & Analytics Guide™ 2023 here.



What is SAP NetWeaver Business Warehouse?
Other names by which this software product is known: SAP NetWeaver, NetWeaver BW
In this paragraph, we provide a description of SAP NetWeaver Business Warehouse, including some of its features and any related products. This product can be best characterized by the following properties:
- data connectivity > OData
- data discovery > analysis
- business intelligence
- data integration > data warehousing
- BI
- business intelligence > reporting
- BI infrastructure > authentication
- data integration > data warehouse
- multidimensional models > MDX
- multidimensional models > OLAP
Do you want to know the intricacies of all features (100+) of SAP NetWeaver Business Warehouse? In that case order the BI & Analytics Guide™ 2023 here.



What is SAP NetWeaver Business Intelligence?
In this paragraph, we describe the key elements of SAP NetWeaver Business Intelligence, including some of its features and any related products. This product can be characterized by the following characteristics:
- business intelligence > reporting
- data discovery > analysis
- multidimensional models > OLAP
- data integration > data warehousing
- data governance > data management > data transformations
- data connectivity > XML
- business intelligence > CRM
- BI infrastructure > authentication
- data integration > data warehouse
Do you want to know the intricacies of all the functions (100+) of SAP NetWeaver Business Intelligence? Download the BI & Analytics Guide™ 2023 here.


What is SAP Analytics Cloud?
Other names by which this software product is known: SAP Cloud Analytics, SAC
We do not display here all the features but, in this paragraph, we display the details of SAP Analytics Cloud, including some of its features and any related products. This product / group of products can be characterized by the following properties:
- analytics
- business intelligence
- BI infrastructure > Application Programming Interface
- analytics > advanced analytics > predictive analytics
- data discovery > analysis
- analytics > advanced analytics > augmented analytics
- data integration > data warehouse
- BI infrastructure > Application Programming Interface > REST APIs
- artificial intelligence > machine learning
- artificial intelligence > R
Are you now curious about all elements (100+) of SAP Analytics Cloud? Download directly our BI & Analytics Guide™ 2023 here.



What is SAP Lumira?
Other names by which this software product is known: Lumira
In this part, we describe SAP Lumira, including some of its features and any related products. This product group consists of SAP Lumira Designer, SAP Lumira Server and Lumira Cloud. The SAP Lumira can be characterized by the following functionalities:
- business intelligence
- data discovery > analysis
- data discovery > data visualization > Esri
- BI infrastructure > SDK
- big data
- business intelligence > dashboards
- analytics
- data discovery > data visualization > story boards
- business intelligence > reporting > conditional formatting
Do you want to know the intricacies of all the functions (100+) of SAP Lumira? Then order the BI & Analytics Guide™ 2023 here.



What is SAP Lumira Designer?
Other names by which this software product is known: Lumira Designer
In this section, we report the (main) characteristics of SAP Lumira Designer, including some of its features and any related products. The SAP Lumira Designer can be best characterized by the following functionalities:
- business intelligence
- data discovery > analysis
- business intelligence > dashboards
- business intelligence > reporting
- data connectivity > Microsoft Excel
- BI infrastructure > SDK
- data discovery > data visualization > line charts
- analytics
- data discovery > data visualization
- self-service BI
Are you curious about all characteristics (100+) of SAP Lumira Designer? Download directly our BI & Analytics Guide™ 2023 here.



What is SAP Lumira Server?
Other names by which this software product is known: Lumira Server
We don’t reveal everything here but, in this paragraph, we describe the key elements of SAP Lumira Server, including some of its features and any related products. SAP Lumira Server can be best characterized by the following functionalities:
- business intelligence
- BI
- analytics
- BI infrastructure > operating systems > Linux
- data discovery > data visualization > Esri
- data discovery > analysis
- BI infrastructure > operating systems > Windows
- analytics > location analytics
- business intelligence > business intelligence platform
- BI infrastructure > authentication
Are you now curious about all features (100+) of SAP Lumira Server? In that case open the BI & Analytics Guide™ 2023 here.



What is Lumira Cloud?
We do not display here all the features but, in this paragraph, we describe the key elements of Lumira Cloud, including some of its features and any related products. The Lumira Cloud can be characterized by the following features:
- business intelligence
- analytics
- mobile business intelligence
- data discovery > data visualization > scatter charts
- mobile business intelligence > iPad
- business intelligence > dashboards
- data discovery > data visualization > Esri
- BI infrastructure > Application Programming Interface
- data discovery > analysis > forecasting
- data discovery > data visualization > plot chart
Are you now curious about all characteristics (100+) of Lumira Cloud? In that case open the BI & Analytics Guide™ 2023 here.



What is SAP BI Platform?
Other names by which this software product is known: SAP BI, SAP Business Intelligence Platform
We do not display here all the features but, in this paragraph, we provide a description of SAP BI Platform, including some of its features and any related products. This product group consists of SAP BusinessObjects, SAP Crystal Reports and SAP Mobile BI. SAP BI Platform can be best characterized by the following features:
- business intelligence > reporting
- business intelligence > business intelligence platform
- BI infrastructure > SDK
- BI infrastructure > operating systems > Windows
- data discovery > analysis
- analytics
- BI infrastructure > authentication > Security Assertion Markup Language
- BI infrastructure > web services
- BI infrastructure > operating systems > java
Are you now curious about all elements (100+) of SAP BI Platform? Open the BI & Analytics Guide™ 2023 here.



What is SAP BusinessObjects?
Other names by which this software product is known: BusinessObjects, BO, Business Objects, SAP Business Objects, SAP BO, BOBJ
In this paragraph, we report the (main) characteristics of SAP BusinessObjects, including some of its features and any related products. This product group consists of SAP BusinessObjects Web Intelligence, SAP Businessobjects BI, SAP BusinessObjects Dashboards, SAP BusinessObjects Predictive Analytics, SAP Businessobjects Design Studio, SAP BusinessObjects Analysis, SAP Businessobjects Financial Consolidation and SAP BussinessObjects Edge. SAP BusinessObjects can be best defined by the following properties:
- business intelligence > reporting
- analytics
- business intelligence > business intelligence platform
- data discovery > analysis
- BI infrastructure > SDK
- multidimensional models > OLAP
- BI infrastructure > authentication
- BI infrastructure > operating systems > java
- BI infrastructure > authentication > Single Sign-On
Are you curious about all elements (100+) of SAP BusinessObjects? In that case open the BI & Analytics Guide™ 2023 here.



What is SAP BusinessObjects Web Intelligence?
Other names by which this software product is known: WEBI, Web Intelligence
We don’t reveal everything here but, in this paragraph, we report the (main) characteristics of SAP BusinessObjects Web Intelligence, including some of its features and any related products. The SAP BusinessObjects Web Intelligence can be characterized by the following features:
- business intelligence > reporting
- BI infrastructure > SDK
- data connectivity > Microsoft Excel
- business intelligence > business intelligence platform
- BI infrastructure > operating systems > java
- analytics
- data discovery > analysis
- data connectivity > OData
- BI infrastructure > Application Programming Interface
Are you now curious about all the functions (100+) of SAP BusinessObjects Web Intelligence? Then download our BI & Analytics Guide™ 2023 here.



What is SAP Businessobjects BI?
We don’t reveal everything here but, in this paragraph, we display the details of SAP Businessobjects BI, including some of its features and any related products. This product can be characterized by the following features:
- business intelligence > reporting
- analytics
- business intelligence > business intelligence platform
- BI infrastructure > authentication > Single Sign-On
- data connectivity > Microsoft Excel
- BI infrastructure > Application Programming Interface
- data connectivity > connectivity
- data discovery > analysis
- BI infrastructure > authentication > OAuth
Do you want to know everything about all elements (100+) of SAP Businessobjects BI? Open the BI & Analytics Guide™ 2023 here.



What is SAP BusinessObjects Dashboards?
Other names by which this software product is known: BusinessObjects Dashboards, SAP Businessobjects Dashboard
In this part, we report the (main) characteristics of SAP BusinessObjects Dashboards, including some of its features and any related products. The SAP BusinessObjects Dashboards can be best characterized by the following properties:
- business intelligence > dashboards
- business intelligence
- analytics
- business intelligence > reporting
- BI infrastructure > SDK
- data connectivity > Microsoft Office
- BI infrastructure > operating systems > iOS
- data connectivity > Microsoft Excel
- data discovery > analysis
- BI infrastructure > operating systems > Windows
Do you want to know everything about all the functionalities (100+) of SAP BusinessObjects Dashboards? Download directly our BI & Analytics Guide™ 2023 here.



What is SAP BusinessObjects Predictive Analytics?
Other names by which this software product is known: BusinessObjects Predictive Analytics
Under this heading, we display the details of SAP BusinessObjects Predictive Analytics, including some of its features and any related products. The product SAP BusinessObjects Predictive Analytics can be best characterized by the following functionalities:
- analytics > advanced analytics > predictive analytics
- data discovery > analysis
- business intelligence
- analytics > advanced analytics > predictive modeling > predictive models
- data connectivity > native
- analytics > advanced analytics > predictive analysis
- data discovery > analysis > forecasting
- artificial intelligence > data mining
- data connectivity > Hadoop Spark
Are you now curious about all the functions (100+) of SAP BusinessObjects Predictive Analytics? Download directly our BI & Analytics Guide™ 2023 here.



What is SAP Businessobjects Design Studio?
Other names by which this software product is known: SAP Design Studio
In this part, we display the details of SAP Businessobjects Design Studio, including some of its features and any related products. The SAP Businessobjects Design Studio can be best characterized by the following functionalities:
- business intelligence
- BI
- business intelligence > dashboards
- data discovery > analysis
- BI infrastructure > SDK
- big data > streaming > streaming data
- mobile business intelligence > iPad
- analytics
- business intelligence > reporting
Are you curious about all characteristics (100+) of SAP Businessobjects Design Studio? Then order the BI & Analytics Guide™ 2023 here.



What is SAP BusinessObjects Analysis?
In this part, we report the (main) characteristics of SAP BusinessObjects Analysis, including some of its features and any related products. SAP BusinessObjects Analysis can be defined by the following functionalities:
- data discovery > analysis
- multidimensional models > OLAP
- data connectivity > Microsoft Office
- business intelligence
- data connectivity > Microsoft Excel
- business intelligence > reporting
- analytics
- BI infrastructure > authentication
- data discovery > data visualization > pivot charts
- BI infrastructure > authentication > PAM
Are you now curious about all characteristics (100+) of SAP BusinessObjects Analysis? Download directly our BI & Analytics Guide™ 2023 here.



What is SAP Businessobjects Financial Consolidation?
Other names by which this software product is known: BusinessObjects Financial Consolidation
We don’t reveal everything here but, in this paragraph, we describe the key elements of SAP Businessobjects Financial Consolidation, including some of its features and any related products. This product / group of products can be best defined by the following functionalities:
- decision management > performance management > financial consolidation
- business intelligence > reporting > IFRS
- data connectivity > Microsoft Excel
- data connectivity > Excel
- BI infrastructure > authentication
- decision management > performance management
- BI infrastructure > authentication > Single Sign-On
- data connectivity > SAP Business One
- business intelligence > reports
Are you curious about all features (100+) of SAP Businessobjects Financial Consolidation? Download the BI & Analytics Guide™ 2023 here.


What is SAP BussinessObjects Edge?
We do not display here all the features but, in this paragraph, we report the (main) characteristics of SAP BussinessObjects Edge, including some of its features and any related products. The SAP BussinessObjects Edge can be best characterized by the following properties:
- business intelligence > reporting
- BI infrastructure > operating systems > Windows
- BI infrastructure > operating systems > Linux
- analytics
- business intelligence > dashboards
- business intelligence > enterprise business intelligence
- BI infrastructure > operating systems > java
- data connectivity > JDBC connectivity
- data integration
Are you curious about all characteristics (100+) of SAP BussinessObjects Edge? Download the BI & Analytics Guide™ 2023 here.
What is SAP Crystal Reports?
Other names by which this software product is known: Crystal Report, Crystal Reports
We don’t reveal everything here but, in this paragraph, we describe SAP Crystal Reports, including some of its features and any related products. This product group consists of SAP Crystal Server. This product can be characterized by the following properties:
- business intelligence > reporting
- business intelligence
- BI infrastructure > operating systems > Windows
- business intelligence > reporting > interactive reports
- BI infrastructure > authentication > PAM
- business intelligence > dashboards
- BI infrastructure > Application Programming Interface
- data connectivity > SAP Business One
- BI infrastructure > SDK
- data governance > data management > SQL
Are you curious about all the functions (100+) of SAP Crystal Reports? Download directly our BI & Analytics Guide™ 2023 here.



What is SAP Crystal Server?
In this section, we report the (main) characteristics of SAP Crystal Server, including some of its features and any related products. This product / group of products can be best characterized by the following functionalities:
- business intelligence > reporting
- business intelligence
- self-service BI
- BI infrastructure > operating systems > Windows
- business intelligence > business intelligence platform
- data connectivity > SAP Business One
- analytics
- data discovery
- BI infrastructure > operating systems > Linux
- BI infrastructure > operating systems
Do you want to know the intricacies of all the functions (100+) of SAP Crystal Server? Then download our BI & Analytics Guide™ 2023 here.



What is SAP Mobile BI?
We don’t reveal everything here but, in this paragraph, we portrait SAP Mobile BI, including some of its features and any related products. This product group consists of SAP BI Mobile Server. SAP Mobile BI can be best characterized by the following features:
- business intelligence
- mobile business intelligence
- BI
- mobile BI
- business intelligence > reporting
- BI infrastructure > authentication > Single Sign-On
- mobile business intelligence > Android
- business intelligence > dashboards
- BI infrastructure > authentication > SSO
- BI infrastructure > operating systems > iOS
Are you now curious about all characteristics (100+) of SAP Mobile BI? Download directly our BI & Analytics Guide™ 2023 here.



What is SAP BI Mobile Server?
Under this heading, we provide a description of SAP BI Mobile Server, including some of its features and any related products. The product SAP BI Mobile Server can be characterized by the following functionalities:
- business intelligence
- mobile business intelligence > mobile server
- BI infrastructure > authentication > Single Sign-On
- BI infrastructure > authentication
- mobile business intelligence
- BI infrastructure > authentication > Security Assertion Markup Language
- business intelligence > dashboards
- BI infrastructure > operating systems > java
- BI infrastructure > operating systems > iOS
- BI infrastructure > web server
Are you curious about all the functionalities (100+) of SAP BI Mobile Server? Then order the BI & Analytics Guide™ 2023 here.



What is SAP Cloud Platform?
In this paragraph, we report the (main) characteristics of SAP Cloud Platform, including some of its features and any related products. The product SAP Cloud Platform can be defined by the following functionalities:
- BI infrastructure > scalability > cloud platform
- data connectivity > ABAP
- BI infrastructure > Application Programming Interface
- BI infrastructure > authentication
- big data > IoT
- BI infrastructure > API > API management
- analytics
- business intelligence > dashboards
- BI infrastructure > scalability > Amazon Web Services
- artificial intelligence > machine learning
Are you curious about all characteristics (100+) of SAP Cloud Platform? Then download our BI & Analytics Guide™ 2023 here.



What is Sybase?
We don’t reveal everything here but, in this paragraph, we give you insight in the key behaviors of Sybase, including some of its features and any related products. This product group consists of SAP IQ, SAP Sybase Replication Server and SAP Sybase Adaptive Server. Sybase can be best characterized by the following features:
- data governance > data management > SQL
- BI infrastructure > operating systems > Windows
- data connectivity > ODBC
- data connectivity > JDBC connectivity
- analytics
- data governance > data management > SQL > SQL database
- BI infrastructure > operating systems > java
- BI infrastructure > operating systems > Linux
- data connectivity > MaxDB
Are you curious about all features (100+) of Sybase? Then order the BI & Analytics Guide™ 2023 here.



What is SAP IQ?
Other names by which this software product is known: Sybase IQ
We do not display here all the features but, in this paragraph, we provide a description of SAP IQ, including some of its features and any related products. This product / group of products can be best defined by the following functionalities:
- analytics
- big data > data lakes
- data integration > data warehousing
- big data
- data governance > data management > SQL
- BI infrastructure > operating systems > Windows
- business intelligence
- BI infrastructure > authentication
- big data > big data analytics
- data connectivity > ODBC
Do you want to know the intricacies of all the functionalities (100+) of SAP IQ? In that case open the BI & Analytics Guide™ 2023 here.



What is SAP Sybase Replication Server?
Other names by which this software product is known: Sybase Replication Server
In this paragraph, we display the details of SAP Sybase Replication Server, including some of its features and any related products. The product SAP Sybase Replication Server can be best characterized by the following features:
- real-time analytics > real-time
- data governance > data management > data replication
- real-time analytics > real-time data
- business intelligence > reporting
- BI infrastructure > operating systems > Linux
- data governance > data management > CDC
- data governance > data management
- big data > massive volumes
- BI infrastructure > operating systems > Windows
- data governance > data management > SQL
Do you want to know everything about all features (100+) of SAP Sybase Replication Server? Download directly our BI & Analytics Guide™ 2023 here.



What is SAP Sybase Adaptive Server?
Other names by which this software product is known: Sybase Adaptive Server
In this part, we describe SAP Sybase Adaptive Server, including some of its features and any related products. This product can be best defined by the following functionalities:
- BI infrastructure > operating systems > Linux
- data governance > data management > SQL
- real-time analytics > real-time
- BI infrastructure > operating systems > Unix > AIX
- data connectivity > JDBC connectivity
- BI infrastructure > high availability
- real-time analytics > real-time data
- business intelligence
- data governance > data management
- BI infrastructure > Application Programming Interface
Are you curious about all elements (100+) of SAP Sybase Adaptive Server? Then download our BI & Analytics Guide™ 2023 here.



What is SAP Predictive Analytics?
Other names by which this software product is known: SAP Predictive Analysis
In this section, we describe SAP Predictive Analytics, including some of its features and any related products. This product group consists of Native Spark Modeling. This product / group of products can be defined by the following features:
- analytics > advanced analytics > predictive analytics
- data discovery > analysis
- analytics > advanced analytics > predictive modeling > predictive models
- artificial intelligence > machine learning
- analytics > advanced analytics > predictive analysis
- artificial intelligence > algorithms
- analytics > advanced analytics > automated analytics
- artificial intelligence > Python
- artificial intelligence > data mining
Do you want to know everything about all characteristics (100+) of SAP Predictive Analytics? Then download our BI & Analytics Guide™ 2023 here.



What is Native Spark Modeling?
In this section, we portrait Native Spark Modeling, including some of its features and any related products. This product / group of products can be characterized by the following features:
- data connectivity > Hadoop Spark
- analytics
- data connectivity > native
- analytics > advanced analytics > predictive analytics
- data connectivity > Hadoop Distributed File System
- big data
- data connectivity > Spark > Apache Spark
- analytics > advanced analytics > automated analytics
- data discovery > analysis
- data connectivity > ODBC
Are you now curious about all the functionalities (100+) of Native Spark Modeling? Then download our BI & Analytics Guide™ 2023 here.



What is SAP Conversational AI?
Under this heading, we provide a description of SAP Conversational AI, including some of its features and any related products. This product / group of products can be best defined by the following features:
- artificial intelligence
- AI > conversational AI > conversational AI chatbot
- BI infrastructure > Application Programming Interface
- artificial intelligence > natural language processing > natural language
- artificial intelligence > Python
- data connectivity > Slack
- BI infrastructure > scalability > cloud platform
- BI infrastructure > scalability > Amazon Web Services
Are you curious about all the functionalities (100+) of SAP Conversational AI? In that case open the BI & Analytics Guide™ 2023 here.



What is SAP Data Warehouse?
Other names by which this software product is known: SAP Data Warehousing
In this paragraph, we describe SAP Data Warehouse, including some of its features and any related products. This product / group of products can be best characterized by the following features:
- data integration > data warehouse
- data integration > data warehousing
- analytics
- data governance > data management > SQL
- data integration
- business intelligence
- BI infrastructure > authentication
- data governance > data management
- BI infrastructure > Application Programming Interface
- BI infrastructure > authentication > Security Assertion Markup Language
Are you now curious about all the functionalities (100+) of SAP Data Warehouse? Download the BI & Analytics Guide™ 2023 here.



What is SAP Data Services?
In this section, we give you insight in the key behaviors of SAP Data Services, including some of its features and any related products. This product group consists of SAP BusinessObjects Data Services, SAP Agile Data Preparation, SAP Data Quality Management, SAP Master Data Management and SAP Data Management. The product SAP Data Services can be best defined by the following properties:
- data connectivity > OData
- BI infrastructure > repository
- data integration > Extract-Transform-Load
- business intelligence
- data integration
- data governance > data management
- BI infrastructure > operating systems > Linux
- data connectivity > ABAP
- data governance > data management > SQL
- data connectivity > connectivity
Do you want to know everything about all elements (100+) of SAP Data Services? Then order the BI & Analytics Guide™ 2023 here.



What is SAP BusinessObjects Data Services?
Other names by which this software product is known: Business Objects Data Services, BusinessObjects Data Services
We do not display here all the features but, in this paragraph, we provide a description of SAP BusinessObjects Data Services, including some of its features and any related products. This product / group of products can be defined by the following functionalities:
- business intelligence
- BI infrastructure > repository
- data governance > data management > MDM
- analytics
- business intelligence > business intelligence platform
- data connectivity > connectivity
- data integration
- data discovery > analysis > sentiment analysis
- BI infrastructure > operating systems > Windows
- BI infrastructure > SDK
Are you curious about all the functions (100+) of SAP BusinessObjects Data Services? Download the BI & Analytics Guide™ 2023 here.



What is SAP Agile Data Preparation?
In this paragraph, we provide a description of SAP Agile Data Preparation, including some of its features and any related products. This product / group of products can be defined by the following characteristics:
- data governance > data management > data preparation
- data integration > data hub
- data governance > data quality
- data discovery > analysis
- data governance > data management
- data integration
- data governance > data management > data migration
- business intelligence > reporting
- big data
- data governance > data management > MDM
Are you curious about all features (100+) of SAP Agile Data Preparation? Open the BI & Analytics Guide™ 2023 here.



What is SAP Data Quality Management?
In this paragraph, we provide a description of SAP Data Quality Management, including some of its features and any related products. This product / group of products can be best characterized by the following properties:
- data governance > data quality > data quality management
- data governance
- BI infrastructure > scalability > cloud platform
- data connectivity > Microsoft Excel
- business intelligence > CRM
- data governance > data management
- BI infrastructure > authentication
- data governance > data quality > data quality rules
- BI infrastructure > SDK
Do you want to know everything about all properties (100+) of SAP Data Quality Management? Then download our BI & Analytics Guide™ 2023 here.



What is SAP Master Data Management?
In this paragraph, we provide a description of SAP Master Data Management, including some of its features and any related products. This product / group of products can be best defined by the following features:
- data governance > data management > MDM
- data governance > data management
- data governance > data quality
- data integration
- data governance > data quality > data quality management
- analytics
- artificial intelligence > business rules
- BI infrastructure > repository
- decision management > performance management > KPI
Are you curious about all the functions (100+) of SAP Master Data Management? Open the BI & Analytics Guide™ 2023 here.



What is SAP Data Management?
In this paragraph, we describe SAP Data Management, including some of its features and any related products. This product group consists of SAP Enterprise Data Management. This product can be defined by the following properties:
- data governance > data management
- data governance > data management > MDM
- analytics
- data governance > data quality
- data integration
- business intelligence > reporting
- data governance > data management > data migration
- data integration > data hub
- robotic process automation
Are you curious about all the functionalities (100+) of SAP Data Management? Download the BI & Analytics Guide™ 2023 here.



What is SAP Enterprise Data Management?
In this section, we provide a description of SAP Enterprise Data Management, including some of its features and any related products. This product / group of products can be best characterized by the following properties:
- data integration
- data governance > data management
- enterprise data management
- data governance > data quality > data profiling
- analytics
- artificial intelligence
- data governance > data management > metadata management
- data governance > data lineage
- BI infrastructure > API > API management
- big data > IoT
Are you curious about all the functions (100+) of SAP Enterprise Data Management? Then order the BI & Analytics Guide™ 2023 here.



What is SQL Anywhere?
Other names by which this software product is known: SAP SQL Anywhere
In this paragraph, we provide a description of SQL Anywhere, including some of its features and any related products. The product SQL Anywhere can be best characterized by the following functionalities:
- data governance > data management > SQL
- BI infrastructure > operating systems > Windows
- data connectivity > JDBC connectivity
- big data > IoT
- data connectivity > ODBC
- data governance > data management
- BI infrastructure > Application Programming Interface
- BI infrastructure > authentication
- BI infrastructure > operating systems > Linux
- data connectivity > OData
Are you curious about all the functions (100+) of SQL Anywhere? Then download our BI & Analytics Guide™ 2023 here.



What is SAP Data Hub?
In this paragraph, we provide a description of SAP Data Hub, including some of its features and any related products. SAP Data Hub can be characterized by the following features:
- data integration > data hub
- BI infrastructure > scalability > kubernetes
- big data
- data connectivity > ABAP
- artificial intelligence > machine learning
- performance optimization > data pipelines
- data integration
- data governance
- data integration > data warehousing
- data governance > data management
Do you want to know the intricacies of all features (100+) of SAP Data Hub? Download the BI & Analytics Guide™ 2023 here.



What is Fiori Launchpad?
In this paragraph, we provide a description of Fiori Launchpad, including some of its features and any related products. This product can be characterized by the following characteristics:
- data discovery > data visualization > tiles
- data connectivity > ABAP
- data discovery > analysis
- BI infrastructure > scalability > cloud platform
- business intelligence
- BI infrastructure > authentication > Security Assertion Markup Language
- BI infrastructure > repository
- performance optimization > caching
- data connectivity > OData
- data connectivity > Microsoft Excel
Are you now curious about all the functionalities (100+) of Fiori Launchpad? Then download our BI & Analytics Guide™ 2023 here.



What is SAP Analytics Hub?
In this paragraph, we describe the key elements of SAP Analytics Hub, including some of its features and any related products. This product can be characterized by the following features:
- analytics > analytics hub
- business intelligence
- data integration > data hub
- business intelligence > reporting
- BI infrastructure > Application Programming Interface
- data discovery > analysis
- analytics > advanced analytics > predictive analytics
- BI infrastructure > Application Programming Interface > REST APIs
- data connectivity > Microsoft Excel
Are you curious about all properties (100+) of SAP Analytics Hub? Then download our BI & Analytics Guide™ 2023 here.



What is SAP Leonardo Machine Learning?
Other names by which this software product is known: SAP Leonardo ML
We do not display here all the features but, in this paragraph, we provide a description of SAP Leonardo Machine Learning, including some of its features and any related products. This product can be characterized by the following features:
- artificial intelligence > machine learning
- BI infrastructure > Application Programming Interface
- artificial intelligence
- BI infrastructure > scalability > cloud platform
- artificial intelligence > computer vision > image classification
- analytics
- data connectivity > ABAP
- big data > IoT
- big data
- artificial intelligence > machine learning > machine learning models
Do you want to know everything about all the functionalities (100+) of SAP Leonardo Machine Learning? Then download our BI & Analytics Guide™ 2023 here.



What is SAP Web Analytics?
In this paragraph, we describe SAP Web Analytics, including some of its features and any related products. This product / group of products can be defined by the following features:
- analytics > web analytics
- business intelligence > reporting
- BI infrastructure > SaaS
- business intelligence
- BI infrastructure > scalability > cloud platform
- data discovery > data visualization > heat maps
- data connectivity > ABAP
- data integration > data warehousing
- data discovery > analysis
Do you want to know the intricacies of all the functionalities (100+) of SAP Web Analytics? Then download our BI & Analytics Guide™ 2023 here.



What is SAP Leonardo IoT?
In this section, we portrait SAP Leonardo IoT, including some of its features and any related products. The SAP Leonardo IoT can be characterized by the following features:
- big data > IoT
- BI infrastructure > scalability > cloud platform
- analytics
- big data > sensor data
- real-time analytics > real-time
- BI infrastructure > authentication
- BI infrastructure > scalability > Amazon Web Services
- artificial intelligence > machine learning
- BI infrastructure > Application Programming Interface
- artificial intelligence
Do you want to know the intricacies of all the functionalities (100+) of SAP Leonardo IoT? In that case order the BI & Analytics Guide™ 2023 here.



What is SAP Big Data?
Under this heading, we give you insight in the key behaviors of SAP Big Data, including some of its features and any related products. The SAP Big Data can be best defined by the following characteristics:
- big data
- analytics
- data connectivity > Hadoop Distributed File System
- data integration > data hub
- BI infrastructure > scalability > cloud platform
- real-time analytics > real-time
- artificial intelligence
- real-time analytics > real-time data
- big data > unstructured data
- data integration > data warehousing
Are you curious about all the functionalities (100+) of SAP Big Data? Download directly our BI & Analytics Guide™ 2023 here.



What is Rapid Marts?
We do not display here all the features but, in this paragraph, we describe the key elements of Rapid Marts, including some of its features and any related products. The product Rapid Marts can be best characterized by the following functionalities:
- business intelligence > reporting
- business intelligence
- data integration > data warehousing > data mart
- data integration > Extract-Transform-Load
- business intelligence > reports
- analytics
- data integration > data warehousing > data marts
- data integration > data warehouse
- multidimensional models > OLAP
- BI infrastructure > repository
Do you want to know everything about all elements (100+) of Rapid Marts? Then order the BI & Analytics Guide™ 2023 here.



What is SAP Insurance Analyzer?
We do not display here all the features but, in this paragraph, we give you insight in the key behaviors of SAP Insurance Analyzer, including some of its features and any related products. This product / group of products can be characterized by the following functionalities:
- business intelligence > reporting > IFRS
- data connectivity > XML
- artificial intelligence > R
- data governance > data management
- decision management > performance management
- data discovery > analysis
- data governance > data quality
- data discovery > analysis > financial analysis
- business intelligence > reporting > financial reporting
Do you want to know everything about all characteristics (100+) of SAP Insurance Analyzer? Download the BI & Analytics Guide™ 2023 here.
What is SAP BEx?
We do not display here all the features but, in this paragraph, we provide a description of SAP BEx, including some of its features and any related products. The SAP BEx can be defined by the following characteristics:
- business intelligence > reporting
- business intelligence
- data connectivity > Microsoft Excel
- data discovery > analysis
- analytics
- data connectivity > Office 365
- BI infrastructure > operating systems > Windows
- data connectivity > OData
- data connectivity > ABAP
- BI infrastructure > authentication
Are you now curious about all features (100+) of SAP BEx? In that case order the BI & Analytics Guide™ 2023 here.



What is SAP Machine Learning?
In this paragraph, we report the (main) characteristics of SAP Machine Learning, including some of its features and any related products. This product can be characterized by the following characteristics:
- artificial intelligence > machine learning
- artificial intelligence
- analytics
- AI
- analytics > advanced analytics > predictive analytics
- artificial intelligence > algorithms
- BI infrastructure > scalability > cloud platform
- artificial intelligence > ML
- artificial intelligence > R
- artificial intelligence > machine learning > machine learning models
Do you want to know everything about all properties (100+) of SAP Machine Learning? In that case order the BI & Analytics Guide™ 2023 here.



What is SAP Analytics Designer?
Under this heading, we report the (main) characteristics of SAP Analytics Designer, including some of its features and any related products. The SAP Analytics Designer can be defined by the following characteristics:
- analytics
- BI infrastructure > Application Programming Interface
- data discovery > analysis
- analytics > cloud analytics
- business intelligence > dashboards
- artificial intelligence > R
- business intelligence > reporting > number formatting
- analytics > advanced analytics > predictive analytics
- data connectivity > OData
Are you now curious about all elements (100+) of SAP Analytics Designer? Then download our BI & Analytics Guide™ 2023 here.



What is SAP Data Science?
We don’t reveal everything here but, in this paragraph, we describe SAP Data Science, including some of its features and any related products. The product SAP Data Science can be characterized by the following features:
- artificial intelligence > data science
- artificial intelligence > machine learning
- analytics
- data connectivity > ABAP
- data integration > data hub
- data discovery > analysis
- business intelligence > reporting
- big data > IoT
- analytics > advanced analytics > predictive analysis
- data governance > data management > SQL
Are you now curious about all elements (100+) of SAP Data Science? Download the BI & Analytics Guide™ 2023 here.



What is SAP Enterprise Analytics?
In this section, we provide a description of SAP Enterprise Analytics, including some of its features and any related products. This product can be best characterized by the following characteristics:
- analytics
- business intelligence > enterprise business intelligence
- data connectivity > SAP Business One
- artificial intelligence
- analytics > people analytics
- business intelligence > dashboards
- data connectivity > OData
- business intelligence > reporting
- data discovery > analysis
Do you want to know everything about all the functionalities (100+) of SAP Enterprise Analytics? Download the BI & Analytics Guide™ 2023 here.



What is Bpmon Analytics?
In this paragraph, we report the (main) characteristics of Bpmon Analytics, including some of its features and any related products. The product Bpmon Analytics can be best defined by the following characteristics:
- analytics > business process analytics
- analytics > process analytics
- business intelligence > business process monitoring
- data discovery > analysis
- business intelligence > reporting
- real-time analytics > real-time
- BI infrastructure > infrastructure
- business intelligence > dashboards
- decision management > performance management > KPI
Do you want to know the intricacies of all properties (100+) of Bpmon Analytics? Download directly our BI & Analytics Guide™ 2023 here.



Innovations of SAP Analytics-tools and the version history
Lately, we see a negative trend when it comes to BI & Analytics functionality and support for various platforms and data sources. The latest added ‘gadgets’ are in the areas of performance optimization > in-memory > in-memory cubes, data discovery > analysis > sales funnel analysis and business intelligence > reporting > paginated reports.
We reviewed SAP’s latest updates of its product portfolio. Below you can see the respective version numbers of all the ones known to us BI & Analytics products of SAP:
- Fiori Launchpad: 2022 2.0
- Rapid Marts: October 2009 4.0
- SAP Agile Data Preparation: 2021
- SAP Analytics Cloud: 2023.04 2023.03 2023.02 2022.21 2022.04
- SAP BusinessObjects: 10.0 4.2
- SAP BusinessObjects Analysis Office: 2.4
- SAP Businessobjects BI: 4.3 sp2 4.3 sp03 4.3 sp02 4.3 sp01 4.3 4.2 sp08 4.2 sp04
- SAP Businessobjects BI Platform: 4.3 sp2 4.3 sp00 4.3 4.2
- SAP BusinessObjects Dashboards: 4.1 4.0
- SAP BusinessObjects Data Services: 4.0
- SAP Businessobjects Design Studio: 1.6 1.5 1.2 1.1
- SAP BusinessObjects Enterprise BI: 4.0
- SAP Businessobjects Financial Consolidation: 10.1 sp05 10.1 sp03 10.1 10.0
- SAP BusinessObjects Predictive Analytics: 3.2 3.1
- SAP BusinessObjects Web Intelligence: 4.3 4.2
- SAP BW: 7.50 7.5 7.0
- SAP Conversational AI: August 2021 May 2021 February 2021 2023
- SAP Crystal Reports: 2020 2016 2011
- SAP Crystal Server: 2020 2016 2013
- SAP Data Hub: 2.7 2.5 2.3
- SAP Data Services: 4.3
- SAP HANA: 2.0
- SAP HANA Streaming Analytics: 2.0
- SAP Insurance Analyzer: 2.0 sp04 2.0
- SAP IQ: 16.1 sp05 16.1 16.0
- SAP Lumira: 2.4 2.3 2.2 sp0 2.1 2.0 1.31 1.29
- SAP Lumira Designer: 2.4 2.2 2.1 2.0
- SAP Lumira Server: 2.4 1.17 1.0
- SAP Mobile BI: 4.4.18
- SAP NetWeaver Business Intelligence: 7.0
- SAP NetWeaver Business Warehouse: 7.3
- SAP Sybase Replication Server: 15.7.1 sp100 15.7
- SQL Anywhere: 17.0 sp1 pl09 17.0 16.0 sp86 16.0 sp84 16.0 sp82 16.0 sp81 16.0.0 12.0.1 11.0.1
- Sybase: 7.1.9 1.4
- Xcelsius: 2008 12.0 4.5 4.0
Behind each product we mention the version numbers, the older the version the more backward the version is in the list.
What are the licensing costs of SAP HANA, SAP BusinessObjects and SAP BW?
It is difficult to determine exactly what a license of SAP HANA, SAP BusinessObjects and SAP BW costs because it depends on the country, the number of users (also consider the amount of CPUs for server versions), the connectors to data sources, and at what point in the year you request a quote. And before the end of a fiscal quarter of SAP, you may be able to look forward to a decent discount. In addition, we recommend running the software in the cloud, for the most part, you only pay for your consumption then. The purchase cost of SAP HANA, SAP BusinessObjects and SAP BW may not be the single largest expense, but maintenance and support can certainly put quite a strain on your annual budget.
What makes SAP BI & Analytics unique compared to other BI platforms
In our study, we see that SAP in the field of BI & Analytics software has several specific features which emerged distinctively in our research. This makes SAP Analytics more or less unique: conversational AI chatbot, expert analytics, text data processing, behavioral analytics and financial consolidation.
The advantages and disadvantages of SAP Analytics
Figure 182: Tag cloud of the strengths and weaknesses of SAP BI & Analytics
In the following paragraphs, we name all the advantages and disadvantages of SAP BI & Analytics, SAP HANA, SAP BusinessObjects and SAP BW, et cetera. The listing in the following paragraphs is subject to change, because: SAP can currently work to improving existing and developing new functionality at this time (such as support for iOS, Microsoft Dynamics, machine learning models, logistic regression and fact tables). It may also be that a feature has not yet been adequately described.
Share your experience with SAP BI & Analytics
Report your experience with SAP BI & Analytics here. Your observations may then be taken into consideration in an even better assessment of the performance of SAP Analytics.
1. SAP Business Intelligence
The vendor SAP has an excellent rating in our objective BI & Analytics survey on the section ‘Business Intelligence’ (for this section SAP comes out as the absolute market leader in our research). The score amounts to 100%, relative to other vendors. The following criteria were used: reporting, business intelligence platform, enterprise business intelligence and business process monitoring. In doing so, we studied the following five products: Lumira Cloud, SAP NetWeaver Business Intelligence, SAP BusinessObjects Dashboards, SAP Analytics and SAP BusinessObjects. In total, we examined 73 criteria in this category. Would you like to delve further into the topic ‘Business Intelligence’? Then download here our BI & Analytics Guide 2023.
2. SAP Mobile Business Intelligence
The vendor SAP has an excellent score in our current BI & Analytics survey on the section ‘Mobile Business Intelligence’ (for this section SAP comes out as the absolute market leader in our research). The score amounts to 100%, relative to other vendors. We used the following selection criteria: iPad, iPhone, push notification and mobile push notifications. In doing so, we looked at the following three products: Lumira Cloud, SAP Mobile BI and SAP BI Mobile Server. In total, we examined 10 selection criteria within this main theme. Would you like to go into more depth with the topic ‘Mobile Business Intelligence’? Then download here our BI & Analytics Guide 2023.
3. SAP Performance Optimization
SAP has an excellent score in our current BI & Analytics survey of the theme ‘Performance Optimization’ (for this section SAP comes out as the absolute market leader in our research). The company scores 100% on this topic, compared to other vendors. We looked at the following criteria, among others: parallel processing, MPP, data pipelines and quantum computing. In doing so, we assessed the following products: SAP BW. In total, we examined 29 features within this discipline. Would you like to learn more about the topic ‘Performance Optimization’? Then download here our BI & Analytics Study 2023.
4. SAP BI Infrastructure
SAP has an excellent rating in our independent BI & Analytics survey on the subject ‘BI Infrastructure’ with a score of 98%, relative to other vendors. The following criteria were used: authentication, infrastructure and SDK. In total, we examined 162 criteria in this category. Would you like to learn more about the topic ‘BI Infrastructure’? Then download here our BI & Analytics Guide 2023.
5. SAP Analytics
The company has an excellent performance in our 100% vendor-independent BI & Analytics survey of the theme ‘Analytics’. The score amounts to 93%, relative to other vendors. We looked at the following criteria, among others: analytics platform, process analytics, performance analytics and people analytics. In doing so, we looked at the following five products: Lumira Cloud, SAP Leonardo IoT, SAP BusinessObjects Dashboards, Bpmon Analytics and SAP HANA. In total, we examined 130 criteria in this category. Would you like to learn more about the topic ‘Analytics’? Then download here our BI & Analytics Guide 2023.
6. SAP Data Governance
SAP has an excellent performance in our independent BI & Analytics survey on the subject ‘Data Governance’ with a score of 89%, compared to other vendors. We looked at the following criteria, among others: data management, data quality, data catalog, data encryption, data lineage and data acquisition layer. In doing so, we looked at the following five products: SAP Data Hub, SAP Master Data Management, SAP Data Management, SAP Data Quality Management and SAP Agile Data Preparation. In total, we examined 91 criteria in this category. Would you like to learn more about the topic ‘Data Governance’? Then download here our BI & Analytics Study. Or take a deep dive in the following content:
7. SAP Data Integration
SAP has an excellent performance in our 100% vendor-independent BI & Analytics survey of the theme ‘Data Integration’ with a score of 87%, relative to other vendors. We looked at the following criteria, among others: data wrangling and Extract-Transform-Load. In doing so, we looked at the following five products: SAP HANA, SAP Data Services, SAP BusinessObjects Data Services, SAP Data Warehouse and SAP Data Hub. In total, we examined 76 criteria in this category. Would you like to delve further into the topic ‘Data Integration’? Then download here our BI & Analytics Guide 2023.
8. SAP Self-service BI
The company has an excellent performance in our independent BI & Analytics survey on the subject ‘Self-service BI’ with a score of 85%, relative to other vendors. We looked at the following criteria, among others: self-service data preparation, self-service reporting, self-service data exploration, self-service analytics platform and self-service data platform. In doing so, we looked at the following two products: Lumira Cloud and SAP Crystal Server. In total, we examined 14 selection criteria within this main theme. Would you like to learn more about the topic ‘Self-service BI’? Then download here our BI & Analytics Guide 2023.
9. SAP Decision Management
The vendor SAP has an excellent rating in our 100% vendor-independent BI & Analytics survey on the section ‘Decision Management’ with a score of 80%, relative to other vendors. We looked at the following criteria, among others: performance management, decision support, decision-making platform, decision optimization, enterprise decision management and decision planning. In total, we examined 30 criteria in this category. Would you like to learn more about the topic ‘Decision Management’? Then download here our BI & Analytics Guide 2023.
10. SAP Data Discovery
The vendor SAP has a good rating in our current BI & Analytics survey on the section ‘Data Discovery’ with a score of 76%, relative to other vendors. The following criteria were used: time series, standard deviation, data storytelling and share insights. In doing so, we looked at the following products: SAP Crystal Server. In total, we examined 400 criteria in this category. Would you like to learn more about the topic ‘Data Discovery’? Then download here our BI & Analytics Guide 2023.
11. SAP Real-time Analytics
The vendor SAP has a good performance in our objective BI & Analytics survey on the section ‘Real-time Analytics’. The score amounts to 74%, relative to other vendors. We looked at the following criteria, among others: real-time, real-time data, near real-time, real-time insights and real-time data warehousing. In total, we examined 19 criteria in this category. Would you like to learn more about the topic ‘Real-time Analytics’? Then download here our BI & Analytics Study 2023.
12. SAP Data Connectivity
The vendor SAP has a good score in our objective BI & Analytics survey on the subject ‘Data Connectivity’ with a score of 73%, relative to other vendors. We looked at the following criteria, among others: Google Analytics and Apache Cassandra. In total, we examined 91 criteria in this category. Would you like to go into more depth with the topic ‘Data Connectivity’? Then download here our BI & Analytics Study 2023.
13. SAP Artificial Intelligence
The company has a good performance in our 100% vendor-independent BI & Analytics survey on the subject ‘Artificial Intelligence’ with a score of 72%, relative to other vendors. We looked at the following criteria, among others: Python, natural language processing, computer vision, cognitive computing, pattern recognition and force-directed graph. In doing so, we looked at the following five products: SAP Leonardo IoT, SAP Analytics Cloud, SAP Leonardo Machine Learning, SAP Conversational AI and SAP Big Data. In total, we examined 164 features within this discipline. Would you like to learn more about the topic ‘Artificial Intelligence’? Then download here our BI & Analytics Guide.
14. SAP Big Data
The company has a good performance in our 100% vendor-independent BI & Analytics survey on the section ‘Big Data’ with a score of 70%, relative to other vendors. We looked at the following criteria, among others: complex data, big data appliance, big data processing, text data processing, big data pipelines, big data computing and in-chip big data analytics. In doing so, we analyzed the following five products: SAP Leonardo IoT, SAP Lumira, Sybase, SAP Leonardo Machine Learning and SAP Data Hub. In total, we examined 59 criteria in this category. Would you like to delve further into the topic ‘Big Data’? Then download here our BI & Analytics Guide. Or take a deep dive in the following content:
15. SAP Multidimensional Models
The vendor SAP has a good score in our objective BI & Analytics survey on the subject ‘Multidimensional Models’ with a score of 55%, relative to other vendors. We considered the following factors: OLAP, cube and MDX. In total, we examined 14 selection criteria within this main theme. Are you planning to specialize further in the topic ‘Multidimensional Models’? Then download here our BI & Analytics Guide 2023.
Want to know more? Then order the BI & Analytics Guide™ 2023 here
In which sectors is SAP BI & Analytics most active?
In our recently updated, independent BI & Analytics research on, we also looked at which industries a supplier has a track record. These are the industries where SAP is most popular: automotive, banking, biomedical, energy, fashion, financial services, food, health care, higher education, insurance, life sciences, manufacturing, pharma, public sector, retail, universities and utilities.
SAP software is most used by…
The BI & Analytics software from SAP is most often mentioned in combination with the following functions: analytics designer, data scientists, Database Administrators, director, finance professionals, information steward, product manager and senior consultant.
Hire a competent SAP programmer
Education and training course SAP BI & Analytics
We provide various training courses in the field of BI & Analytics but can also provide specific SAP training, for example as incompany. Then think about the following software: SAP HANA, SAP BusinessObjects and SAP BW. Of course we color such a training with the ideas of the intelligent, data-driven organization.
Final Verdict: SAP Analytics scores eminent
SAP has a extensive product portfolio with which it scores eminent in our BI & Analytics survey. SAP BI & Analytics innovates (approximately) at an average rate of more than 15 features per year, is active (for now) in lots of different sectors, and has developed best in business intelligence.
About Passionned Group
