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Mattia De Rosa Cloud Solution Architect Manager aka.ms/drmattia AI - Applied Intelligence. The use and the promise of AI in the Industry 4.0 Optimize operations Transform products telligent ly Chain mpower orkforce

AI - Applied Intelligence. The use and the promise of AI ... · The use and the promise of AI in the Industry 4.0 Optimize operations Transform products Intelligent Supply Chain Empower

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Page 1: AI - Applied Intelligence. The use and the promise of AI ... · The use and the promise of AI in the Industry 4.0 Optimize operations Transform products Intelligent Supply Chain Empower

Mattia De Rosa

Cloud Solution Architect Manager

aka.ms/drmattia

AI - Applied Intelligence. The use and the promise of AI in the Industry 4.0

Optimize

operations

Transform

products

Intelligent

Supply Chain

Empower

Your Workforce

Page 2: AI - Applied Intelligence. The use and the promise of AI ... · The use and the promise of AI in the Industry 4.0 Optimize operations Transform products Intelligent Supply Chain Empower

MANUFACTURING THRIVES IN TODAY’S GLOBAL ECONOMY

AI IMPACT

Page 3: AI - Applied Intelligence. The use and the promise of AI ... · The use and the promise of AI in the Industry 4.0 Optimize operations Transform products Intelligent Supply Chain Empower

Trends driving transformation in manufacturing

CLOUD

Global access to food and water would

reduce poverty for 65% of world’s

rural poor8

Manufacturers are seeing an average

17-20% productivity gain from smart factories3

Predictive analytics is the #1 AI use case for

enterprises across manufacturing5

76% expected increase in

worker production and

70% expected increase in

demand for products and

services based on AI5

$60B estimated energy cost

savings for commercial buildings with

1-4% increase in intelligent

technology7

70% expected increase in

agriculture output needed to feed the world in 20509

75% of chemical

companies plan to double level of

digitization by 20204

400% expected increase in amount

of water needed for manufacturing through 205010

50% of

companies that embrace AI over the next five to seven years may double their cash flow2

IoT total potential economic impact

$3.9-$11Tby 202514

PRODUCT-AS-A-SERVICE

83% of manufacturers said that selling products as

services would increase profits17

MODERN AGILE FACTORIES

80% of manufacturers

expect that improved factory connectivity will help them to increase output levels16

CUSTOMER EXPERIENCE IS KING

86% of buyers will pay more for a

better customer experience and

greater transparency19

IIoT

IN 3-5 YRShundreds of millions of things will be represented by digital twins18

75 millionjobs displaced by automation

Machines complete 29% of tasks today and

71% by 20256

$1T global spend on cybersecurity products

and services by 202113

$6Tannual global cost of cybersecurity damages by 202112

90% of manufacturing supply chains will use cloud applications within supply chain fulfillment by the end of 201915

133 million new jobs created

between 2018-202211

&

Page 4: AI - Applied Intelligence. The use and the promise of AI ... · The use and the promise of AI in the Industry 4.0 Optimize operations Transform products Intelligent Supply Chain Empower

Traditional manufacturing – doesn’t have a digital feedback loop

DIGITAL

HOTSPOTS

Inbound/Outbound LogisticsManage Distributed Orders

Optimize transportation and routing

Monitor supply chain performance

WarehousingManage Distributed Inventory

Manage capacity and consumption

Monitor inventory lifecycle

Manufacturing Execution SystemManage MRO and WIP inventories

Manage production and maintenance

Remotely monitor and control

Page 5: AI - Applied Intelligence. The use and the promise of AI ... · The use and the promise of AI in the Industry 4.0 Optimize operations Transform products Intelligent Supply Chain Empower

Traditional manufacturing – doesn’t have a digital feedback loop

DIGITAL

HOTSPOTS

Inbound/Outbound LogisticsManage Distributed Orders

Optimize transportation and routing

Monitor supply chain performance

WarehousingManage Distributed Inventory

Manage capacity and consumption

Monitor inventory lifecycle

Manufacturing Execution SystemManage MRO and WIP inventories

Manage production and maintenance

Remotely monitor and control

Imagine if you could gather information

about the use of your products and work

collaboratively with a development team to

improve products and develop new ones.

Imagine if you could stay one step ahead

of your customers needs, identifying optimum

times and processes for refreshing parts, supplies,

equipment.

Imagine if you could increase the flow of

information across your entire business operations,

keep your business processes synchronized, and

improve your interaction with partners and your

supply chain.

Imagine if you could attract, train, and retain an

empowered workforce that could keep up with your

new speed of business.

IMAGINE IF…

Page 6: AI - Applied Intelligence. The use and the promise of AI ... · The use and the promise of AI in the Industry 4.0 Optimize operations Transform products Intelligent Supply Chain Empower

CLOUD

MOBILE

Complex implementations

Spreadmarts

Siloed data

Transactional systems

Hadoop

Interactive Dashboards

Ad hoc analysis

Operational reporting

Machine learning

Any data

In-memory

Enterprise data warehouse

OLAP

ETL

1985 | 1990 | 1995 | 2000 | 2005 | 2010 | 2015 | 2020

Data will

grow to

44 ZB

in 2020

Page 7: AI - Applied Intelligence. The use and the promise of AI ... · The use and the promise of AI in the Industry 4.0 Optimize operations Transform products Intelligent Supply Chain Empower
Page 8: AI - Applied Intelligence. The use and the promise of AI ... · The use and the promise of AI in the Industry 4.0 Optimize operations Transform products Intelligent Supply Chain Empower

ComputerData

ProgramOutput

TRADITIONAL PROGRAMMING

Page 9: AI - Applied Intelligence. The use and the promise of AI ... · The use and the promise of AI in the Industry 4.0 Optimize operations Transform products Intelligent Supply Chain Empower

ComputerData

OutputProgram

MACHINE LEARNING

Page 10: AI - Applied Intelligence. The use and the promise of AI ... · The use and the promise of AI in the Industry 4.0 Optimize operations Transform products Intelligent Supply Chain Empower

Why now

Page 11: AI - Applied Intelligence. The use and the promise of AI ... · The use and the promise of AI in the Industry 4.0 Optimize operations Transform products Intelligent Supply Chain Empower

VOICE RECOGNITION

WITH 5.9% ERROR

RATE REACHING

HUMAN PARITY(October 18th, 2016)

48,0

39,0

35,037,0

26,0

18,016,0

14,5

11,0 10,6 10,5 9,7 9,1 8,5 8,0 7,5 7,2 7,0 6,7 6,8 6,6 5,8 5,1

1995 1996 1997 1998 1999 2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017

Word Error Rate in NIST Switchboard Test (%)

Human Performance (5.9%)

Page 12: AI - Applied Intelligence. The use and the promise of AI ... · The use and the promise of AI in the Industry 4.0 Optimize operations Transform products Intelligent Supply Chain Empower

WORLD LEADING

OBJECT RECOGNITION

POWERED BY 152 LAYER

DEEP NEURAL NETWORK(December 10th, 2016)

Page 13: AI - Applied Intelligence. The use and the promise of AI ... · The use and the promise of AI in the Industry 4.0 Optimize operations Transform products Intelligent Supply Chain Empower

QUESTION ANSWERING

WITH 82.650 SCORE

REACHING HUMAN

PARITY (82.350)(January 15th, 2018)

Page 14: AI - Applied Intelligence. The use and the promise of AI ... · The use and the promise of AI in the Industry 4.0 Optimize operations Transform products Intelligent Supply Chain Empower

Microsoft Confidential—Internal Only 14

Page 15: AI - Applied Intelligence. The use and the promise of AI ... · The use and the promise of AI in the Industry 4.0 Optimize operations Transform products Intelligent Supply Chain Empower

REINVENT HOWCITIES MOVE

Page 16: AI - Applied Intelligence. The use and the promise of AI ... · The use and the promise of AI in the Industry 4.0 Optimize operations Transform products Intelligent Supply Chain Empower

PREDICT ASSEMBLY FLOOR ERRORS

Page 17: AI - Applied Intelligence. The use and the promise of AI ... · The use and the promise of AI in the Industry 4.0 Optimize operations Transform products Intelligent Supply Chain Empower
Page 18: AI - Applied Intelligence. The use and the promise of AI ... · The use and the promise of AI in the Industry 4.0 Optimize operations Transform products Intelligent Supply Chain Empower
Page 19: AI - Applied Intelligence. The use and the promise of AI ... · The use and the promise of AI in the Industry 4.0 Optimize operations Transform products Intelligent Supply Chain Empower

Intelligent Cloud and Intelligent Edge everywhere

Page 20: AI - Applied Intelligence. The use and the promise of AI ... · The use and the promise of AI in the Industry 4.0 Optimize operations Transform products Intelligent Supply Chain Empower
Page 21: AI - Applied Intelligence. The use and the promise of AI ... · The use and the promise of AI in the Industry 4.0 Optimize operations Transform products Intelligent Supply Chain Empower
Page 23: AI - Applied Intelligence. The use and the promise of AI ... · The use and the promise of AI in the Industry 4.0 Optimize operations Transform products Intelligent Supply Chain Empower

SEIZING

OPPORTUNITY

CULTURAL

TRANSFORMATION

AI’S IN THE

WORKFORCE

NEW TALENT

PIPELINE

NEXT GENERATION

POLICIES

THE AI

JOURNEY

1 2 3

4 5 6

Page 24: AI - Applied Intelligence. The use and the promise of AI ... · The use and the promise of AI in the Industry 4.0 Optimize operations Transform products Intelligent Supply Chain Empower

Fairness Reliability & Safety

Privacy & Security

Inclusiveness

Transparency

Accountability

Page 25: AI - Applied Intelligence. The use and the promise of AI ... · The use and the promise of AI in the Industry 4.0 Optimize operations Transform products Intelligent Supply Chain Empower

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