Machine Learning for Finance and Risk
[Pages:36]Machine Learning for Finance and Risk
ASUG Annual Conference
Birgit Starmanns May 7, 2019
PUBLIC
Agenda
Finance and Risk Solutions and Machine Learning Finance and Risk Scenarios Leveraging Machine Learning Predictive Scenarios Leveraging Machine Learning Wrap-Up and Resources
? 2019 SAP SE or an SAP affiliate company. All rights reserved. PUBLIC
2
Finance and Risk Solutions and Machine Learning
Intelligent Technologies ? drive the next-gen value economy for customers
60%
Of human tasks will be automated by
2025
99%
Accuracy in voice and video recognition by
2020
97%
Image recognition accuracy today
US$3.5 trillion
Annual value created in the
enterprise
? 2019 SAP SE or an SAP affiliate company. All rights reserved. PUBLIC
Source: SAP Strategy Paper ? Delivering the Intelligent Enterprise, April 2018
4
The Intelligent Finance Function enabled through SAP S/4HANA and SAP Leonardo
... agile steering and instant insights ... automated finance processes ... embedded compliance ... smart assistants
? 2019 SAP SE or an SAP affiliate company. All rights reserved. PUBLIC
5
Vision of Finance Transformation
From daily routine to supporting growth and new business models
Insights
Operations
Automation
Running the Business
Predictive Insights
Real-time Insights
Backward looking
Operations
Deliver Insights
Advanced Analytics
? 2019 SAP SE or an SAP affiliate company. All rights reserved. PUBLIC
Predictive Insights
Forward looking
Real-time Insights
Backward looking
Operations
Support Strategy
6
SAP S/4HANA Finance supports Your Digital Transformation
End-to-end innovation of all your processes across your entire value-chain
Better decisions
with instant, real-time insight and prediction
Increased performance
through end-to-end reinvented processes
Higher productivity
with Digital Age UX and intelligent assistance
Lower TCO
with simplified architecture and cloud deployment
? 2019 SAP SE or an SAP affiliate company. All rights reserved. PUBLIC
Manufacturing & Supply Chain
Customer Experience
Digital Core
People Engagement
Network & Spend Management
SAP Intelligent
Suite
Intelligent Technologies
AI/ML | IoT | Analytics
Digital Platform
Data Management
Cloud Platform
7
Digital Technology is transforming how Business gets done
Intelligent technologies will enable finance to define its value across the enterprise
Cloud
Fast deployment
Big data
Real-time insights with in-memory
Business networks
Connecting with partners
Blockchain
Business transactions of the future
Predictive and cognitive
Simulating business outcomes
? 2019 SAP SE or an SAP affiliate company. All rights reserved. PUBLIC
Transforming finance organizations
User experience
Adapting to the modern workstyle
Robotics and machine learning
Increased efficiency
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