SAP Leonardo Machine Learning Enabling the Intelligent Enterprise

Transcription

1 SAP Leonardo Machine Learning Enabling the Intelligent Enterprise Markus Noga Head of Machine Learning SAP Innovation Center Network

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3 SAP Leonardo enables the intelligent enterprise 76% of the world s transaction revenue SAP Leonardo Machine Learning Conversational Interfaces Intelligent Apps Business Outcomes Increase revenue Re-imagine processes 25 industries 12 lines of business The world s largest business network Intelligent Services Data Science Platform Quality time at work Customer satisfaction Enabling innovations 3

4 Conversational AI 4

5 Reimagine your value chain with machine learning Sales & Marketing Service Operations Procurement Brand Impact Quotation conversion probability rate Customer Retention Sales Forecast Hybris Lead Scoring Conversational Commerce & Service Service Ticketing Customer Support Solution Recommender Predictive Maintenance Quality Inspection Optimal Planning & Scheduling Stock Substitution/Supersession Design Configuration Recommender Goods & Services Classifier Product Category Normalization Reduce Free-Text Item Purchases Invoice Payment Block Image Based Detection Selling Recommender Finance Design Human Resources Master Data Cash Application Accounts Payable Remittance Advices Cash & Liquidity Management Dispute Proposal Cash Collection Recommender Trend Analysis (Face, Age, Gender, Emotion, Apparel) Personalized Design Learning Recommender Synchronous Translation of training content Career Path Recommender Job Standardization Resume Matching Semantic Search Business Rule Mining Master Data deduplication 5

6 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 Order-to- Cash Order & Contract Mgmt. Check Credit Issue Invoice Receive and Apply Cash Resolve Disputes Collect Cash Settle, Reconcile, Account Procure-to- Pay Request Goods & Svc. Order Goods and Services Receive Goods & Services Perform Invoice Processing Discount & Payment Term Opt. Make Payments Execute Closing & Carry Out Reconciliation Record-to- Report Accounting Compliance Entity Close Intercompany Financial Planning & Analysis Strategy Dev. & Translation Plan, Budget, Forecast Cost Management Product Cost Mgmt. Profitability & Cost Mgmt. Profit & Cost Simulation Monitoring & Reporting 6

7 SAP Cash Application Next-generation intelligent invoice matching powered by machine learning 7

8 SAP Remittance Advice Extract payment information from unstructured documents 8

9 SAP Accounts Payable Automate the accounts payable processes 9

10 SAP Brand Impact Reimagine marketing and sponsorship engagements 10

11 SAP Service Ticket Intelligence Next-generation customer service 11

12 SAP Learning Recommender Personalize learning recommendations 12

13 Sneak Peek The future of procurement with ML Lab prototype 13

14 SAP Leonardo Machine Learning Foundation Enabling customers and partners to build the intelligent enterprise SAP Leonardo Machine Learning Foundation Inference Ready to use Services Bring your own Model Expanded in 1710 New in 1710 Training Customize Model Create Training New in 1710 Roadmap SAP Cloud Platform 14

15 Pre-trained service Image Similarity Scoring Image based shopping scenario in SAP Hybris 15

16 Pre-trained service Image Classification 16

17 Bring your own model Deployment to SAP Cloud Platform Neues Video 17

18 Bring your own model Usage on SAP Cloud Platform Neues Video 18

19 Re-trainable service Time series forecasting Electrical vehicle charging demo 19

20 SAP Leonardo Machine Learning Roadmap Subject to change Available Q SAP Cash Application SAP Accounts Payable (Concur) Goods classifier (Ariba) Intelligent SAP S/4HANA SAP Service Ticket Intelligence SAP Brand Impact SAP Customer Retention Resume Matching (Fieldglass) Remittance Advice (S/4) Learning Recommender (SFSF) ML foundation Additional pre-trained services Attribute extraction (Ariba) and normalization Lead scoring (Hybris) Behavioral customer clustering Finance Procure Produce Sales & Distribution Job Standardization (Fieldglass) Bring your own model Customizable image & text classification New Product Introductions (IBP) Match external hierarchies (Master Data) Master Data Mgmt. Industry-specific scenarios ML foundation: Ready to use Services: Image feature extraction Image classification Time series changepoint detection Topic detection ML Foundation: ML Foundation: Bring your own Model Create Training Customize Model On Premise deployment R / Python language support Note: Includes general, limited, alpha and internal releases 20

21 Learn more GTC Munich Visit our booth P.03 Website sap.com/ml Online Courses Enterprise ML in a Nutshell Enterprise Deep Learning with TensorFlow (from Oct 23) Social on Twitter Co-innovate ml@sap.com We re hiring icn.sap.com/jobs.html 21

22 Thank you. Markus Noga Head of Machine Learning SAP Innovation Center Network