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Make your Analytics intelligentwith Machine Learning and PredictiveSabrina Bussolotti, Data Architect & Analytics

PUBLIC© 2019 SAP SE or an SAP affiliate company. All rights reserved. ǀ 2ǀ

Change Has Never Been This Fast

The pace of innovation is relentless and businesses

need to:

• Think through end-to-end mega-processes aligned

to their strategic priorities

• Have a clear direction for future enterprise

architecture and partnerships

• Consider speed and agility to innovate with digital

technologies, over waiting for proven value

All of this innovation will be fueled by data.

To win in today’s digital economy, leading organizations

are data-driven to make digital transformation a reality,

putting data and intelligence at the center of their future.


Evolution of Decision Making

Linear Dynamic Augmented

▪ Historical

▪ Static

▪ Top-down &

costly

▪ Self service

▪ Fast iterations

▪ Distributed

▪ AI-driven

▪ Instantaneous

adjustments

▪ Continuous


Connected, intelligent data

#1 Know Your Data #2 Orchestrate Your Data #3 Utilize Your Data

Internet of Things Data LakeCloud Data

WarehouseMachine Learning Applications

On-Premise

Data Warehouse

Use

Cases:

Rela

tio

na

l Pre

dic

tive

Question Answer

Push

Engines

& Queries

Query

Results

SAP

Analytics Cloud

SAP

BW/4 HANA

SAP

Cloud Platform

SAP Data Hub


Deliver the Intelligent Enterprise – Deliver the Intelligent Analytics

Predictive

Planning& Analysis

Business Intelligence

One | Simple | Cloud

AI/ML | IoT | Analytics

CustomerExperience

Manufacturing& Supply Chain

Digital Core PeopleEngagement

Network & SpendManagement

Intelligent Technologies

Digital Platform

DataManagement

CloudPlatform

Intelligent Suite


SAP Analytics Cloud – Business Intelligence

Connect and prepare your Information Visualize and build your views Share with your team

▪ Prepare and model cloud and on-premise data

from your browser

▪ Data connectors from SAP (BW, HANA, SAP

Cloud Platform, Universes) and non-SAP sources

▪ Linking aggregated data

▪ Cross dataset calculations

▪ Design, visualize, and create your

stories live

▪ Add simple location analytics into your

visualizations

▪ Personalize your own dashboard views

▪ Simply collaborate with your team

▪ Take action on your data

▪ Use permissions to control who can view and

edit your analytics

DEMO

DEMO TIME


Static And Interactive R Visualizations

Visualize and analyze with no limits

R is an open-source programming language

that leverages machine learning and

statistical capabilities for data analysis

Native R Visualization support in SAP

Analytics Cloud• Insert R-visualizations into your story, applying

data filters and linked variables

• Share stories that include R-visualizations

• Visualizations respect row-level security of users

• Write R script in built-in IDE on top of existing

data models

Example: Create a 3D plot chart for your

customer data


Uncover key influencers of KPIs by using

classification and regression techniques

Interact with insights and explore hidden

structures and relationships

Find the answer to business questions through

intuitive charts and natural language

Examples: Uncover the business drivers of

your revenue, churn, or employee productivity

Smart Discovery

Understand your main business drivers behind your core KPIs


Search to Insight

Gain insights on-the-fly with conversational artificial intelligence

Consume visualizations created instantly to answer

your natural language questions

Discover new insights by searching across all

measures and dimensions in a story

Integrated into your messaging and office

productivity applications like Slack, G Suite,

Microsoft Office, and Facebook

Future ready for SAP’s CoPilot, an SAP Fiori digital

assistant experience and part of SAP Leonardo’s

conversational Artificial Intelligence and Machine

Learning foundation

Example: Curious about the Net Revenue of your

Products? A simple search provides the answer to

support your story.


Smart Predict

Answer the Toughest Questions

• Create predictions to determine the

next best course of action

• Generate hyper-personalized insights

into your customers, vendors, and

suppliers

• Enable business analysts to build

trusted and actionable predictions

with ease


Application Design

Professional design of centrally governable analytic content, ranging from dashboards via guided

analytics to sophisticated planning and Smart Predict applications

▪ Intuitive design environment in browser

▪ Large set of design widgets

▪ Function-rich scripting editor

▪ Theming and customization

▪ SDK extensions

▪ Application and story share data connectivity and UI artifacts

▪ Widgets with charts or tables that can be reused in stories


SAP ROAMBI

Pre-defined templates offer intuitive

interaction capabilities built specifically

for the mobile users:

Field Technicians, Store Managers,

Office Personnel, Sales Reps, Mobile

Executives.

Same native-mobile experience on

iOS, Android, and the Chrome Browser.

Analytics Cloud APP

Access your business intelligence

stories and digital boardroom

presentations across iPhone, iPad, and

iPad Pro. Swipe, tap, and filter on your

favorite business intelligence stories

with fast and intuitive user design.

Responsive Layout

Pages automatically change to fit the

device you’re using. This allows you to

scale from large screens to phones and

tablets. All the real-time insights,

dynamic functionality, and collaboration

capabilities still work exactly the same

way.

Mobile


SAP Analytics Hub

Seamless access to any deployment

▪ Cloud based, single point of access for on-premise and

cloud analytics, providing unified user experience

independent of content or deployment

▪ Business users have a simple way to search for content, get

information, and access analytics

▪ Content is documented, categorized, and curated by power

users who publish links to selected analytics for business

users

▪ Only stores metadata, not actual data or analytics


One | Simple | Cloud

Unified experience for Planning, BI, Predictive and App Design all in one service

Live data connectivity enables SaaS for everyone

End-to-end analytics for the Intelligent Enterprise


• SAP Cloud Platform

• SAP HANA

• SAP BW

• SAP BW/4HANA

• SAP S/4HANA

• SAP S/4HANA Cloud

• SAP Universe

• Semantics

• Hierarchies

• Currencies

• …

Leave Your

Data Where It Is

Bring Your

Business Along

Maintain Context

LIVE

Information

SAP

Analytics Cloud

Context is the Competitive Differentiator

SAP Data Sources 150+ Data Sources

Live Connectivity


Chemicals

Industries

Engineering, Construction & Operations

Consumer Products

Retail

Public Sector

Finance

Lines of Business

Headcount

Marketing

Travel & Expense

Recruiting

Solution Manager

Quick start content

SAP Analytics Cloud and SAP BW, SAP BW/4HANA

Pre-defined business content

Partners

30+ extensions from 10+ partners and contributors, and growing!

Sports Budgeting

Analytics Extensions

Production Benchmarking

Google Analytics

Hubspot

Marketo SugarCRM

Utilities

Oil & Gas Insurance Vendor Management

Banking

Operations Mill Products

Health Care

Mining Oil and Gas

Public Services

Procurement

Product Cost Planning

Real Estate

... and more! ... and more!


Industry

• Banking

• Chemicals

• Consumer Products

• Engineering, Construction & Operations

• Healthcare

• Insurance

• Mill Products

• Mining

• Oil & Gas

• Professional Services*

• Public Sector

• Public Services: Higher Education and Research

• Retail*

• Utilities

Line of Business

• Finance and Procurement

• Environment, Health, and Safety

• Finance

• Financial Planning & Analysis*

• FI Operational Expense Planning

• Human Resources

• Human Resources Salary Planning

• SAP Marketing

• Manufacturing*

• Procurement

• Procurement*

• Project and Portfolio Management

• Project Staff Planning

• Sales and Distribution

• Sales Performance (CRM)

• SAP Solution Manager: Test Suite Analysis / IT Service Management Analytics

• Travel & Expense

• Vendor Management System Content updates can be found in the following blog

Content Packages include Digital Boardroom

*Content Packages include Planning

SAP Analytics Cloud Content to Start Faster

https://blogs.sap.com/2016/11/18/sap-businessobjects-cloud-content/


Planning

▪ Data entry – multiple operations versus local

currency, custom member order

▪ Data actions – cross-model copy

▪ Advanced formulas – cross-model referencing

▪ Allocations – keep source overwrite target

Smart assist

▪ Search to insight – improved handling of

quantitative phrases

▪ Additional forecasting algorithms for time-series

forecasting

▪ SAP-hosted R-server support in additional data

centers

Data visualization

▪ Waterfall improvements

▪ Improved currency and scale formatting

▪ Display dynamic images from SAP HANA Live

▪ Conversion of numeric and string dimensions

▪ Conversion of measure into dimension

▪ Edge browser support for design time

Application design

▪ Script functions

▪ Predictive support (smart assist, part II)

▪ Planning support (part I)

▪ Explorer support

▪ Support R widget with scripting access

▪ Embeddability

Live connectivity

▪ Integration with SAP BW

– Data blending: live with imported data

– Data-based calculations and filtering

▪ Integration with SAP HANA

– Connection to SAP HANA 2.0 in Cloud Foundry

doe SAP Cloud Platform

▪ Integration with SAP BusinessObjects Universe

– Calculated dimensions creation in story

– Measure-based filters support

– Calculation editor: aggregation calculation

Data import connectivity

▪ Connectivity to sources from different network

domains

▪ Additional relational data source connections via

JDBC

▪ Rebuilding of models: ability to edit data

preparation sessions

SAP Analytics Cloud – Look to the Next Future


SAP Analytics Hub

▪ Set SAP Analytics Hub as default homepage

▪ Product language parity

▪ Complete import and export of content

▪ Microsoft Edge support

SAP Analysis for Microsoft Office

▪ Live SAP HANA and SAP BW access

Developer

▪ User and team management REST APIs

▪ Tenant provisioning and configuration APIs (for

OEMs)

▪ Content deployment management via APIs (for

OEMs)

Administration and infrastructure

▪ AWS data center support for Australia

▪ Improved content management – models in

folders

▪ Dynamic team assignment

▪ Full support for Microsoft Edge

▪ IdP-initiated SSO

SAP Digital Boardroom

▪ Edge browser support for design-time

▪ Set SAP Analytics Hub as default homepage

Smart predict

▪ Extend acquisition support of datasets to SQL databases, SAP software (cloud and on-premise), and third-party applications

▪ Simplify user experience

▪ Publish predictive scenarios to SAP S/4HANA

▪ Export output predictive datasets

The Intelligent Enterprise

▪ LoB and industry business content from SAP and partners

▪ Embedded SAP Analytics Cloud

▪ SAP Marketing Cloud

▪ SAP S/4HANA Cloud

Mobile

▪ Hyperlink with filter context

▪ Dynamic text improvements

▪ Annotations

▪ Improved switch-server experience

▪ Additional Roambi templates

SAP Analytics Cloud – Look to the Next Future

Thank you.

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