sap leonardo machine learning enabling the intelligent ... · sap leonardo machine learning roadmap...

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Markus Noga

Head of Machine Learning

SAP Innovation Center Network

SAP Leonardo Machine LearningEnabling the Intelligent Enterprise


76% of the world’s

transaction revenue

25 industries

12 lines of business

The world’s largest

business network

Data

Science

Platform

Intelligent

Services

Intelligent Apps

Conversational Interfaces

Machine Learning

SAP Leonardo Business Outcomes

Increase

revenue

Re-imagine

processes

Quality time

at work

Customer

satisfaction

Enabling

innovations

SAP Leonardo enables the intelligent enterprise


Conversational AI


Reimagine your value chain with machine learning

Design

• Trend Analysis (Face, Age, Gender, Emotion, Apparel)

• Personalized Design

Human Resources

• Learning Recommender

• Synchronous Translation of training content

• Career Path Recommender

• Job Standardization

• Resume Matching

Operations

• Predictive Maintenance

• Quality Inspection

• Optimal Planning & Scheduling

• Stock Substitution/Supersession

• Design Configuration Recommender

Finance

• Cash Application

• Accounts Payable

• Remittance Advices

• Cash & Liquidity Management

• Dispute Proposal

• Cash Collection Recommender

Procurement

• Goods & Services Classifier

• Product Category Normalization

• Reduce Free-Text Item Purchases

• Invoice Payment Block

• Image Based Detection

Master Data

• Semantic Search

• Business Rule Mining

• Master Data de-duplication

Sales & Marketing

• Brand Impact

• Quotation conversion probability rate

• Customer Retention

• Sales Forecast

• Hybris Lead Scoring

• Selling Recommender

Service

• Conversational Commerce & Service

• Service Ticketing

• Customer Support

• Solution Recommender


Accounting Compliance Entity Close Intercompany

Order Goods and Services

Receive Goo-ds & Services

Perform Invoice

Processing

Discount & Payment Term Opt.

Make Payments

Request Goods & Svc.

Execute Closing & Carry Out

Reconciliation

CheckCredit

IssueInvoice

Receive and Apply Cash

ResolveDisputes

CollectCash

Order & Con-tract Mgmt.

Settle, Recon-cile, Account

Order-to-

Cash

Procure-to-

Pay

Record-to-

Report

Financial

Planning &

Analysis

Strategy Dev. & Translation

Monitoring & Reporting

Plan, Budget, Forecast

Cost Management

Product Cost Mgmt.

Profitability & Cost Mgmt.

Profit & Cost Simulation

Imagine a finance world …

… with automated monthly close

… with a finance factory that runs automatically

… where a finance organization can steer and the ERP system executes


SAP Cash

Application Next-generation intelligent

invoice matching powered

by machine learning


SAP Remittance

AdviceExtract payment information

from unstructured

documents


SAP Accounts

PayableAutomate the accounts payable

processes

https://sap-iss.cfapps.eu10.hana.ondemand.com/webapp/index.html


SAP Brand ImpactReimagine marketing and

sponsorship engagements


SAP Service

Ticket IntelligenceNext-generation

customer service


SAP Learning

RecommenderPersonalize learning

recommendations



Sneak Peek

The future of

procurement

with ML

Lab prototype



SAP Leonardo Machine Learning Foundation

Enabling customers and partners to build the intelligent enterprise

Training

Inference

SAP Leonardo Machine Learning Foundation

Ready to use Services

Bring your own Model

Customize Model

Create Training

SAP Cloud Platform

▪ Expanded in 1710

▪ New in 1710

▪ New in 1710

▪ Roadmap


Pre-trained service

Image Similarity

Scoring

Image based

shopping scenario

in SAP Hybris



Pre-trained service

Image Classification

https://api.sap.com



Bring your

own model

Deployment to

SAP Cloud

Platform

Neues Video



Bring your

own model

Usage on

SAP Cloud

Platform

Neues Video



Re-trainable service

Time series

forecasting

Electrical vehicle

charging demo



SAP Leonardo Machine Learning Roadmap Subject to change

SAP Cash Application

SAP Service Ticket Intelligence

SAP Brand Impact

SAP Customer Retention

Resume Matching (Fieldglass)

Job Standardization (Fieldglass)

SAP Accounts Payable (Concur)

Remittance Advice (S/4)

Learning Recommender (SFSF)

ML foundation

• Additional pre-trained services

• Bring your own model

• Customizable

image & text classification

Intelligent SAP S/4HANA

• Finance

• Procure

• Produce

• Sales & Distribution

• Master Data Mgmt.

Industry-specific scenarios

Goods classifier (Ariba)

Attribute extraction (Ariba)

and normalization

Lead scoring (Hybris)

Behavioral customer

clustering

New Product Introductions

(IBP)

Match external hierarchies

(Master Data)

Note: Includes general, limited, alpha and internal releases

Available Q4 2017 2018

ML Foundation:

• Bring your own Model

• Customize Model

ML foundation: Ready to use

Services:

• Image feature extraction

• Image classification

• Time series changepoint

detection

• Topic detection

ML Foundation:

• Create Training

• On Premise deployment

• R / Python language support


Learn more

GTC Munich Visit our booth P.03

Website sap.com/ML

Online

Courses

Enterprise ML in a Nutshell

https://open.sap.com/courses/ml1

Enterprise Deep Learning with TensorFlow

https://open.sap.com/courses/ml2/

(from Oct 23)

Social Media @SAPLeonardo on Twitter

Co-innovate [email protected]

We’re hiring icn.sap.com/jobs.html

sap.com/ML

https://open.sap.com/courses/ml1

https://open.sap.com/courses/ml2/

https://twitter.com/SAPLeonardo

mailto:[email protected]

http://icn.sap.com/jobs.html

Thank you.

Markus Noga

Head of Machine Learning

SAP Innovation Center Network

sap leonardo machine learning enabling the intelligent ... · sap leonardo machine learning roadmap...

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