SAP Business Intelligence Analytics for the Cloud L2 · 2019. 11. 12. · In-Memory | Transactions...

SAP Business Intelligence Analytics for the

Cloud July 2014

© 2013 SAP AG. All rights reserved. 2 This presentation and SAP‘s strategy and possible future developments are subject to change and may be changed by SAP at any time for any reason without notice. This document is provided without a warranty of any kind, either express or implied, including but not limited to, the implied warranties of merchantability, fitness for a particular purpose, or non-infringement

The information in this presentation is confidential and proprietary to SAP and may not be disclosed without the

permission of SAP. This presentation is not subject to your license agreement or any other service or subscription

agreement with SAP. SAP has no obligation to pursue any course of business outlined in this document or any related

presentation, or to develop or release any functionality mentioned therein. This document, or any related presentation

and SAP's strategy and possible future developments, products and or platforms directions and functionality are all

subject to change and may be changed by SAP at any time for any reason without notice. The information in this

document is not a commitment, promise or legal obligation to deliver any material, code or functionality. This

document is provided without a warranty of any kind, either express or implied, including but not limited to, the implied

warranties of merchantability, fitness for a particular purpose, or non-infringement. This document is for informational

purposes and may not be incorporated into a contract. SAP assumes no responsibility for errors or omissions in this

document, except if such damages were caused by SAP´s willful misconduct or gross negligence.

All forward-looking statements are subject to various risks and uncertainties that could cause actual results to differ

materially from expectations. Readers are cautioned not to place undue reliance on these forward-looking statements,

which speak only as of their dates, and they should not be relied upon in making purchasing decisions.

Legal disclaimer

The shift to the Cloud accelerates Scale and pace of change is unprecedented…

49% of executives see

cloud computing as

transformational to

their business1

Hybrid-cloud

becomes

the enterprise

platform of choice

through

20162

75% or more of new

enterprise IT spend

will be cloud-based

or hybrid by 20162

10.1% CAGR for

cloud investments

from 2012 through

20174

80% of new IT

investments will

have direct LOB

executive

involvement

by 20163

$10.2

billion 2012 spend on

cloud5

1. IDC, 2. Saugatuck Technologies, 3. IDC, 4. AMI, 5. AMI

The Cloud opportunity is real and growing

Met by the Cloud Customer needs

Value, not software

Easy to buy and install

Use (not operations)

Industry fit

Interoperability

Market size Real partner opportunity

50%

18% 13%

40%

63%

47%

10%

39%

On-premise

Hybrid

Cloud

2012 2016 2020

$100B

in 2015 of VARs are

involved with the

cloud in 2011

of VARs are both

selling and using

cloud solutions (CompTIA)

90%

40%

Growth in Cloud adoption

$160

$140

$120

$100

$80

$60

$40

$20

$0 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017 2018 2019 2020

The Cloud co-existence A new path forward

Virtualization/

Private Cloud

On-Premise Full Cloud Enterprise

Deployment

“ Interestingly, 74% of customers also want their trusted cloud service provider to be able to

offer comparable on premise expertise. Another validation of the hybrid model.

”

SAP Cloud strategy: Cloud built for business

LEADING

CLOUD

APPS

People Customer

Supplier Money

Best-in-Class

Integration

Flexible

Deployment

PEOPLE CUSTOMER MONEY SUPPLIER

MARKETPLACE

Partner/

ISV APPS Customer

APPS

SAP HANA CLOUD PLATFORM APP DEV & INTEGRATION SERVICES | DATABASE SERVICES | INFRASTRUCTURE SERVICES | INTEGRATION

LINE OF BUSINESS CLOUD APPLICATIONS

Suite powered

by SAP HANA BW on

SAP HANA

MANAGED CLOUD

BUSINESS NETWORK BUSINESS TO BUSINESS COLLABORATION

SOCIAL PEOPLE TO PEOPLE COLLABORATION

BUSINESS

SUITE

SAP Analytics

SAP in the Cloud One common Cloud architecture for all SAP solutions

Analytics solutions from SAP Available on premise or in the SAP Cloud powered by SAP HANA

Big Data

Social

Agile

Visualization

Advanced

Analytics

Enterprise

Business Intelligence

Cloud Any Device

Trust


Deployment Types

On-Premise: Traditional deployment on physical or virtualized

hardware where IT manages all systems

Hybrid: Split-mode deployment where some systems are hosted at

a service provider and connected by VPN. These systems can be

managed by IT or through a managed services provider

Cloud: All enterprise systems are hosted at a service provider and

either managed by IT or through a managed services provider


Cloud Deployment Types

Public Cloud: is where a Service provider owns all of the

infrastructure and makes computing resources available to the public

over the Internet for free, pay-per-use, or subscription

Private Cloud: is a cloud-like infrastructure implemented within the

corporate firewall, under the control of the IT department and provides

many benefits of cloud systems (metering, self-provisioning, elasticity,

etc.)

Virtual Private Cloud: is a private cloud infrastructure deployed at

a service provider connected to the customers premises through a

secure network connection


Cloud Deployment Types

Private Cloud

Architecture

VPN

Clo

ud

O

n-p

rem

ise

On-Premise

Architecture

Virtual Private Cloud Public Cloud

VPN

External Cloud

Internal Cloud


Software as a Service (SaaS): applications designed for end-

users, delivered over the web

Platform as a Service (PaaS): brings the benefits that SaaS

brings for applications, but over to the development world. PaaS

delivers the set of tools and services designed to enhance, integrate

and deploy SaaS applications quickly and efficiently. Equivalent to O/S,

Runtime, Middleware, and Development

Infrastructure as a Service (IaaS): is the hardware and

software that powers it all - servers, storage and networks

Public Cloud - Definitions


SAP HANA Cloud platform

SAP HANA App Services Native HANA | Java (HANA Cloud) | Portal | Mobile | XS Engine | Integration | HTML5

SAP HANA DB Services In-Memory | Transactions | Analytics | Text | Predictive | Planning

SAP HANA Cloud

SAP HANA Cloud Infrastructure Layer SAP Cloud | Public Cloud – SAP HANA One on AWS | Telco / Hosting Partners Cloud

The industry’s first and only in-

memory cloud platform.

Built on SAP HANA with

comprehensive application and

database services, this full

featured, open standards based

platform enables the real time

applications required in today’s

data driven world.


Standards-based development

and run-time environment

Federated identity management via the SAP

Identity Management service

Persistency service leveraging

the speed of HANA

Remotely monitored and managed apps via

a web-based account page

Scalable Document Service for

managing unstructured data

Build native cloud-based HANA

applications using SAP Lumira Analytics

Services

Connectivity service enabling seamless

integration with SAP and other systems

Built around the SAP Store along with SAP

Store Partner Program

SAP HANA Cloud platform Open, standards-based, modular services accelerate software development in the cloud


How Cloud Computing Can Help Address Analytics Challenges

Business Scalability • Business can get cost efficient computing capacity to support growth

Location Independence • Easy access to disparate sources of data

• Going Global

Cost Flexibility • Shift from Fixed to Variable Cost

• Pay as you go

Innovation and Adaptability • Faster time to Market

• Support Prototyping

Upfront Costs

Significant Computing Resource

Requirements

Lack of Ease of Connectivity

Unable to React Quickly due to

Internal IT Challenges

Analytics Challenges Cloud Computing Solutions

© 2014 SAP AG or an SAP affiliate company. All rights reserved. 16

Business needs for cloud deployments

Real-time business

process integration

On-premise data and

security integration

Single source of truth and

master data synchronization

Data security

and compliance

Integrated

user experience

Rapid deployment

Support for complex

landscapes

Choice of integration

technology

Line of Business IT

Cloud hosted Enterprise Business Intelligence 1

2 Agile Visualization

Advanced Analytics 3

SAP Business Intelligence Analytics for the Cloud Strategic Areas

Analytic Cloud Applications 4


SAP Business Intelligence Analytic Cloud Solutions

Offer best in class analytics in the cloud regardless of deployment model

Gain agility, efficiency and

cost savings with enterprise-

grade BI in the cloud or in

hybrid on-premise

environments at your own

pace

Deliver cutting edge analytics

to users that deliver richer

capabilities, faster analysis, and

access to more data than ever

before, while reducing or

eliminating deployment and

support logistics of an on-

premise infrastructure

Create innovative applications

or extend SAP solutions with the

de facto standard analytics

platform for SAP partners and

customers using Embedded BI

in the cloud model of your choice

Enterprise BI Agile Visualization Analytic Cloud Applications

Confidently anticipate what

comes next to drive better

business outcomes by

universally applying advanced

analytics to information,

processes and applications to

optimize actions

Advanced Analytics

Cloud hosted Enterprise Business Intelligence


Gain agility, efficiency and cost savings with enterprise-grade BI in the

cloud or in hybrid on-premise environments at your own pace


SAP Business Intelligence One Suite for All Insight

Reporting Self-service

Dashboards

and Apps

Deliver engaging information to users where they need it

Track key performance indicators and summary data

Build custom experiences so users get what they need quickly

Securely distribute information across your organization

Answer related questions by interacting with pre-defined reports

Build printable reports for operational efficiency

Discover areas to optimize your business

Adapt data to business needs

Tell your story with beautiful visualizations

Discover. Predict. Create.

Build Engaging Experiences

Distribute Information

Reporting Self-service

Dashboards

and Apps


The best of Enterprise BI + cloud infrastructure

Enterprise Grade

Fits your enterprise information infrastructure – from the Cloud

Administration, auditing, monitoring, security, multi-lingual, scalable

Complete Suite of BI Products

Range of tools to support different users and usage scenarios

Explorer, Web Intelligence, Crystal Reports, Analysis, Dashboarding, Predictive Analytics

Flexibility and Value of Cloud Infrastructure

Supports a wide range of deployments in public and virtual private scenarios

Maintain compatibility with all supported databases and middleware products offered on-

premise


Deploy SAP Analytics the way you want to run your business

physical servers physical servers

private cloud

public cloud virtual servers


SAP BI 4 for Cloud Deployments

Deploy business intelligence in the cloud the way you want

VPN

Clo

ud

O

n-p

rem

ise

BI 4, BW, HANA,

ECC, etc.

Fully On-Premise: Traditional

deployment on physical or virtualized

hardware where IT manages all systems

Hybrid: Split-mode deployment where

some systems are hosted at a service

provider and connected by VPN. These

systems can be managed by IT or

through a managed services provider

Fully Cloud: All enterprise systems are

hosted at a service provider and either

managed by IT or through a managed

services provider

VPN

SAP

Landscape

SAP

Landscape

BI 4, BW, HANA,

ECC, etc.

DB

DB

DB

DB

DB

DB


SAP HANA

Enterprise Cloud

(HEC)

SAP’s managed cloud

environment for SAP

HANA, BW on HANA,

Suite-on-HANA, and SAP

BI 4.1

SAP Hosting

Partners

Third-party managed

hosting partners with SAP

BI 4.1 experience so you

can run faster, simpler,

and smarter than ever

before

Amazon Web

Services

Deploy SAP BI 4.1 on

Amazon’s public cloud

infrastructure for

productive and non-

productive purposes

without the upfront

infrastructure cost

SAP Business Intelligence 4.1 for Cloud Deployments Variety of options to suit every hosting need

25 © 2013 SAP AG or an SAP affiliate company. All rights reserved.

SAP Business Suite

powered by SAP HANA

Smarter Business Innovations

Faster Business Processes

Simpler Business Interactions

SAP NetWeaver BW

powered by SAP HANA

Smarter Business Decisions

Faster Business Intelligence

Simpler Analytics Modeling

SAP BusinessObjects BI 4

SAP Lumira Server

Enterprise grade Business

Intelligence

SAP HANA Optimized BI Clients

Mobile enabled Business

Intelligence

SAP HANA Enterprise Cloud (Managed Cloud)

REAL-TIME BUSINESS COMBINED WITH CLOUD SIMPLICITY

SAP HANA Cloud Platform Application Development | Integration | Database and Analytics | Foundation

MANAGED SERVICES

Assessment Advisory

Onboarding and Migration

Application Management

Infrastructure Hosting and

Cloud Services

Custom Services

SAP HANA Enterprise Cloud

© 2013 SAP AG or an SAP affiliate company. All rights reserved. 26 Confidential

SAP HANA Enterprise Cloud gives you the full power of SAP HANA in a managed cloud environment:

Hosted by SAP or trusted SAP partners - managed and maintained by certified personnel

Focused on HANA-based solutions – HANA, SoH, BWoH

BW on HANA is primary use case for HEC – today

Ability to deploy BI 4.1, and additional applications such as SAP Lumira Server

Bring Your Own License (BYOL), or Full Subscription

Why HEC is attractive to customers:

HANA without the hardware!

Access to the latest technologies/versions/innovations without reinvestment

Systems are always up to date, always patched and backed up correctly

What’s coming?

Ability to build custom applications using SAP HANA Cloud Platform to connect to HEC instances

SAP HANA Enterprise Cloud (HEC)

© 2013 SAP AG or an SAP affiliate company. All rights reserved. 27 Confidential

Best of both worlds

Rapid deployment

End-to-end business intelligence

Seamless delivery and support

SAP HANA Enterprise Cloud and SAP on-premise The best of both worlds

On-Premise Enterprise Applications

ERP CRM SRM HCM

Use it on any device

Always maintained

Opportunity to reduce TCO

SAP BusinessObjects BI 4 with SAP BW or

SAP Lumira on SAP HANA

Access it anywhere

• Adopt cloud deployments at your own

pace and in your own way

• Leverage investments on premise with

seamless integration to cloud solutions

• Tight integration with SAP Business Suite

regardless of if it is deployed on premise

or in the cloud

• Rely on a single vendor for cloud

infrastructure, business applications, and

business intelligence


Three HEC Commercial Options


Scenario: SAP ERP and SAP BI 4 + SAP BW on HANA on HEC Reduce TCO & increase flexibility with combination of Private and Public Cloud

Cost Savings

Zero infrastructure capital

expenditures frees internal

resources

Scalable, mission-critical,

secure and fully managed

Velocity

Deliver the power of in-memory

technology with cloud simplicity

System provisioning in hours not

weeks/months

Improved system performance

Seamless SAP Integration

Use existing connectivity and

integrations without modification

No “rip and replace” necessary

Customer can move to the cloud at

their own pace

Agile Visualization in the Cloud


Deliver cutting edge analytics to users that deliver richer capabilities, faster

analysis, and access to more data than ever before, while reducing or eliminating

deployment and support logistics of an on-premise infrastructure


SAP Lumira

Design Analyze Visualize Share

SAP Lumira delivers beautiful analytics,

allowing you to easily convey and share

knowledge.

• Using beautiful and intuitive data visualization

templates, SAP Lumira lets you focus on

telling your story.

• The power of sharing visualizations and

insights in the cloud with everyone and

without having to sacrifice performance,

security, or functionality.

• Combine and mash up all your data with

simpler, error-free data prepping workflows.

Cool charts and visualizations to illustrate

hidden insights where numbers cannot.


SAP Lumira for SAP HANA

1. Fast, HANA-Native

Discover insights at the speed of

SAP HANA

2. Engaging, Powerful

Empower people to analyze

and explore – without needing

IT

3. On Massive Data Volumes

Work on all the data – not just

a sample set

Native implementation of Lumira on

SAP HANA to enable exploration,

analysis, and visualization of any size

of data stored in Analytic or

Calculation Views

Simplified landscapes by natively

using the HANA XS applications

engine

Intuitive discovery and analysis

experience with auto-generated

visualizations that act as a starting

point for further analysis

Analyze and explore data further

using a wide variety of chart types

Share interactive storyboards with

others on Web and mobile devices

Analysis on native HANA Analytic

and Calculation Views is limited

only by available memory

Bring data from any source using

Lumira on the desktop or any tool

that brings data into SAP HANA


SAP Lumira Server and SAP Lumira Cloud Self Service analytics powered by SAP HANA

SAP Lumira Server SAP Lumira Cloud

Software-as-a-Service in SAP-hosted cloud

• No upfront costs, zero-footprint and instant

deployment, low admin required, always

maintained

• Tens of GBs for Data volumes

• Data transfer to HANA through Lumira Desktop

• (Future: HANA Cloud Integration)

• Subscription Licensing

On-premise or hosted (SAP or 3rd

party)

• Full control, enterprise integration, explore any

data in HANA – of any size

• Data transfer to HANA through Lumira Desktop,

HANA Studio, Data Services, Sybase RS, SLT,

etc.

• Perpetual + Maintenance Licensing

on any device

Lumira on desktop

SAP HANA

HEC AWS Other SAP HANA Cloud Platform


Scenario: Enterprise Self Service with SAP Lumira

Empower your users with the power of SAP HANA – without deploying SAP HANA

With 3rd Party

Cloud (e.g. Sales

OD with Savo,

Eloqua, BMI)

SAP Lumira Cloud

SAP Lumira Cloud provides a complete experience with a low TCO: • Functionality similar to SAP Lumira Server in a fully managed environment – operated by SAP

• Leverage HANA Cloud Integration to use on-premise data sources for analysis in the cloud

Use it on any device

Access it anywhere

Analyst

Personal

View

Personal

View

Personal

View

Analytic

View

Analytic

View

Analytic

View

Analytic

View

Accessible Anywhere

Web and tablet-optimized experiences

for all types of users from one place

User-Focused Administration

Manage users and data without the

complexity of system administration

Powered by SAP HANA

Cloud Platform

Full power of SAP HANA with

on-premise system integration in a

zero-footprint solution DB DB

HANA

Cloud

Integration

Advanced Analytics in the Cloud


Make sophisticated advanced analytics for a broad spectrum of users

in the cloud model of your choice


WEB MOBILE EMAIL CALL CENTER

MARKET PLACE

INTERNET OF THINGS

CONTACT CENTER

POS MARKETING CHANNELS

DIGITAL GOODS

SOCIAL

INDUSTRIES

MARKETING SALES SERVICE OPERATIONS

PREDICTIVE ANALYTICS

HANA CLOUD PLATFORM

SAP ADVANCED ANALYTICS SOLUTIONS FOR THE CLOUD

Across Industries and Line of Business

Innovate In Cloud

With hybrid solutions, private cloud, and end-to-end integration

Leverage On-Premise

Leveraging more than 40 years of experience delivering industry specific solutions

Industry Expertise

With predictive analytics powered by HANA

Turn Insight Into Action

ON-PREMISE CLOUD


ADVANCED ANALYTICS FOR A BROAD SPECTRUM OF USERS

SAP HANA CLOUD

PLATFORM

SAP Lumira

SAP InfiniteInsight

Acquire

Transform

Visualize

Explore

Model

Score

Manage

Embed

Design

Model

Govern

Share

Big Data

Local View

SAP Predictive Analysis

Deploy

Integrate

Monitor

Optimize

Data Scientists

Business Analysts

Business Users


SAP INFINITEINSIGHT

Provide Business analysts and Data

scientists with a fully automated process

Data preparation

Create 1000’s of derived attributes

Define metadata once

Builds analytic dataset automatically

Predictive modeling / Data mining

Regression / Classification

Segmentation

Forecasting

Association rules

Social Network Analysis

Advanced model deployment and management


SAP PREDICTIVE ANALYSIS

Provide Data Scientist and Business

Analysts with sophisticated algorithms to

take the next step in understanding their

business and modeling outcomes

Perform statistical analysis on your data to

understand trends and detect outliers in your

business

Build models and apply to scenarios to forecast

potential future outcomes

Breadth of connectivity to access almost any data

Optimized for SAP HANA to support huge data

volumes and in-memory processing


SAP HANA - PREDICTIVE ANALYTICS LIBRARY (PAL)

Build High Performance Predictive Apps

The Predictive Analysis Library (PAL) is a built-

in C++ library to perform in-memory data mining

and statistical calculations, designed to provide

high performance on large data sets.

The Predictive Analysis Library provides high

performance analytic algorithms aimed for real-

time analytics

Currently over 60+ algorithms and many in

pipeline for future roadmap

C4.5

decision tree

Weighted score

tables

Regression

ABC

classification

Spatial, Machine,

Real-time data

Hadoop/ Sybase IQ,

Sybase ASE, Teradata

Unstructured

PAL

R-scripts

SQL Script Optimized Query Plan

Main Memory

Virtual Tables

Spatial Data

R-Engine

KNN

classification

K-means

Associate

analysis:

market

basket

Text Analysis

SAP HANA

HANA Studio/AFM,

Apps & Tools


R - INTEGRATION

Adoption by the market

R - Integration with SAP Predictive Analysis

Drag and Drop – No Coding

Custom R Algorithms – Programming

Access to over 5000+ algorithms and

packages

More algorithms and packages than SAS +

SPSS + Statsoft

Embedding R scripts within the SAP HANA

database execution

Analytic Cloud Applications


Create innovative applications or extend SAP solutions with the de facto standard

analytics platform for SAP partners and customers using Embedded BI in the

cloud model of your choice


1. Actionable insights at

the point of decision

like never before

2. Best-practice

business analytics

content

3. Deep and unique

integration

4. Enabled OEM Market

Modern, compelling, and

seamless user experience

Context-relevant and

actionable

In-depth and complete

Preconfigured reports and

dashboards

Embedded in standard

business processes

Out-of-the-box end-to-end

best practices

Leverage investments in

the SAP Business Suite

Leverage latest technology

innovations and

established best practices

Enable easy extension and

customization

Deep OEM network:

Strong OEM Support

Partner Councils

Sales teams

BI Embedded in Cloud Applications

Transforming the Way Business Users Gain Actionable Insights

Deployment Options

SAP Business Intelligence Analytics for the Cloud

Your Business – Connected Your Way

Best-in-class Cloud analytics regardless of deployment model


SAP BI for Cloud Deployments Best-in-class Cloud analytics regardless of deployment model

Data On Premise, BI in the cloud

Reduce or eliminate BI deployment

and support logistics.

Migrate or build new deployments

Deploy via SAP HANA Enterprise

Cloud or public cloud

Access to on-premise data via HANA

Cloud Integration or VPN

Bring Your Own License (BYOL)

Hybrid BI Deployment

BI 4.1

Platform

Build, Run, Deploy all your BI

in the Cloud

End-to-end BI solution fully-hosted

in the cloud

Enable faster innovations

Simplify landscape

Deploy via SAP HANA Enterprise

Cloud or public cloud

Bring Your Own License (BYOL)

Cloud-hosted BI

Data and

BI software

A Software-as-a-service BI

solution

Shortest time-to-value

Lumira Server in the cloud with

zero-IT requirements

Build on top of SAP HANA

Cloud

Fully managed environment,

subscription-based revenue

model

Lumira Cloud

Lumira

Cloud Lumira

Server

BI Behind the Firewall

All BI and data on site

From simple to complex

deployments

Most hardware intensive

On Premise

Move to the Cloud at your own pace


SAP Lumira

Cloud SAP App Partner App

Your Business

SAP BI 4 or

Lumira Server

SAP BI 4 or

Lumira Server

SAP BI 4 or

Lumira Server

SAP HANA Enterprise Cloud SAP Hosting Partner Amazon Web Services (AWS) SAP HANA Cloud Platform

SAP’s cloud integration strategy Your business, connected your way

Your Data

SAP HANA Cloud Integration Virtual Private Network


SAP Business Intelligence Analytics for the Cloud

Overview of how to deploy Cloud offerings

SAP BI Analytics

for the Cloud

SAP HEC / AWS / Own Cloud

SAP BI 4 Lumira

Server

SAP HANA Cloud Platform

SAP Apps Lumira

Cloud


Further Information

SAP Extends Industry-Leading Analytics Solutions to the Cloud

SAP and Amazon Web Services

Speed time to insight with self service BI in the cloud

SAP Lumira Cloud - Quickly explore data with self-service Business Intelligence in the cloud.

http://www.news-sap.com/sap-extends-industry-leading-analytics-solutions-cloud/



http://aws.amazon.com/sap/

http://aws.amazon.com/sap/

http://www.sap.com/pc/analytics/business-intelligence/software/data-visualization/cloud.html



http://www.saphana.com/community/learn/solutions/sap-lumira/sap-lumira-cloud






Thank you

Contact information:

F name MI. L name

Title

Address

Phone number


© 2014 SAP AG or an SAP affiliate company. All rights reserved.

No part of this publication may be reproduced or transmitted in any form or for any purpose without the express permission of SAP AG or an SAP affiliate company.

SAP and other SAP products and services mentioned herein as well as their respective logos are trademarks or registered trademarks of SAP AG (or an SAP affiliate

company) in Germany and other countries. Please see http://global12.sap.com/corporate-en/legal/copyright/index.epx for additional trademark information and notices.

Some software products marketed by SAP AG and its distributors contain proprietary software components of other software vendors.

National product specifications may vary.

These materials are provided by SAP AG or an SAP affiliate company for informational purposes only, without representation or warranty of any kind, and SAP AG or its

affiliated companies shall not be liable for errors or omissions with respect to the materials. The only warranties for SAP AG or SAP affiliate company products and services

are those that are set forth in the express warranty statements accompanying such products and services, if any. Nothing herein should be construed as constituting an

additional warranty.

In particular, SAP AG or its affiliated companies have no obligation to pursue any course of business outlined in this document or any related presentation, or to develop or

release any functionality mentioned therein. This document, or any related presentation, and SAP AG’s or its affiliated companies’ strategy and possible future

developments, products, and/or platform directions and functionality are all subject to change and may be changed by SAP AG or its affiliated companies at any time for

any reason without notice. The information in this document is not a commitment, promise, or legal obligation to deliver any material, code, or functionality. All forward-

looking statements are subject to various risks and uncertainties that could cause actual results to differ materially from expectations. Readers are cautioned not to place

undue reliance on these forward-looking statements, which speak only as of their dates, and they should not be relied upon in making purchasing decisions.

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