SlideShare a Scribd company logo
Smarter Manufacturing with
the Internet of Things (IoT)
Cisco Confidential 2© 2013-2016 Cisco and/or its affiliates. All rights reserved.
An approach for how to leverage digital capabilities to transform Processes, Organizations,
Strategy, and/or Business Models within their organization or across their value chain
What does digitization mean to manufacturing companies?
Cisco Confidential 3© 2013-2016 Cisco and/or its affiliates. All rights reserved.
Why now?
Technology is having an exponential impact, It’s what’s different with this wave of Transformation
- Things are possible now that were not before: Mobile engagement, analytics, cloud delivery
- Technology is PART of the value organizations can deliver, as opposed to just an enabler
- More scalability in transformation today because of the pervasiveness of technology – nearly
everything is connected (or will be)
“Smart, connected products are changing how value is created for customer,
how companies compete, and the boundaries of competition itself.”
What does digitization mean to connected products?
Cisco Confidential 4© 2013-2016 Cisco and/or its affiliates. All rights reserved.
Reduction in
Defects
49%
Defect rate
down from
4.9%
to 2.5%
Reduced
Downtime
48%
Unplanned
downtime down
from 11%
to 5.8%
OEE
Improvement
16%
Average OEE
improved
from
74% to 86%
Improved
Inventory
35%
Inventory
turns increased
from
14 to 19
Reduction in
Energy Use
18%
Annual energy
cost down from
$8.4M
to $6.9M
The Real Economic Value is Immense
New Product
Introduction
23%
New product
introduction cycle
time reduced from
15 to 11
Source: SCM World/Cisco “Smart Manufacturing & the Internet of Things 2015” survey of 400
Manufacturing Business Line Executives and Plant Managers across 17 vertical industries.
What specific business benefits does it provide?
Cisco Confidential 5© 2013-2016 Cisco and/or its affiliates. All rights reserved.
Where and how do you start?
To Capture Value, Manufacturers Must Build Foundational Capabilities of a Digitized Business
Build a Hyperaware
Organization
Ensure quality and uptime
Respond to customers and
end users in real time
Achieve unprecedented standards
of excellence
Make Informed
Decisions
Transform data into insight
Generate value by gaining
insights from data
Ex: KM & collaboration platforms,
dashboards, analytics
Execute Fast
Enable innovation and business-model
change
Break down silos between IT/OT and
engineering/services (ex: preventative
maintenance)
Outpace the competition
Cisco Confidential 6© 2013-2016 Cisco and/or its affiliates. All rights reserved.
Where and how do you start?
Digital Transformation Capabilities Required
Analyze /
Distribute
Personalize/
Predict
Interact /
Collaborate
- Real time accessibility and Visibility into info and insights.
In order to be able to deliver on Digital Business Transformation, organizations need to excel
at a number of capabilities including:
- Providing context and recommended action
- The ability of people/customers/value chain to collaborate, communicate, and make better decisions
Capture/
Collect
- Organizations need to become Hyperaware by increasing their ability to sense, monitor, and identify
Act thru
Automation
- Automate where possible (closed loop)
SECURITY
Cisco Confidential 7© 2013-2016 Cisco and/or its affiliates. All rights reserved.
Off-Line Factory Communication,
Collaboration, Data Strategies &
Platforms
Connected
Factory
Analytics & Big Data
Virtualization & Compute
Connected Machines
Factory Collaboration
Location-based Services
Connected
Enterprise
Value Chain Collaboration
Design & Service
Synchronization
Value Chain
Orchestration
Digital Manufacturing
Maturity Model
+ 16%
OEE
- 35%
Inventory
+ 23%
NPI
- 49%
Defects
- 48%
Downtime
Capture/Collect
Analyze/Distribute
Personalize/Predict
Action (Automate & Collaborate)
Hyper-
Aware
Informe
d
Decision
Making
Fast
Execution
Where and how do you start?
Cisco Confidential 8© 2013-2016 Cisco and/or its affiliates. All rights reserved.
 Start w/clear understanding of business strategies across the entire value chain
 Brainstorm areas of improvement use-cases, develop hypothesis statements w/business impacts
 Prioritize and group common use-cases with clear, measureable business outcomes
 Develop phased, balanced approach (people, process, technology)
Where and how do you start?
Cisco Confidential 9© 2013-2016 Cisco and/or its affiliates. All rights reserved.
Client Examples
“We have cases where downtime is costing over $20,000 per
minute. The ability to predict service requirements will have
a tremendous impact.”
- Rick Schneider – NA CEO FANUC Robotics
https://www.youtube.com/watch?v=DN4duKoNsak
Cisco Confidential 10© 2013-2016 Cisco and/or its affiliates. All rights reserved.
Complexity
inhibits growth
productivity Enterprise Resource
Planning Transition
Define capabilities
for growth &
value capture
Business Architecture
2013 2014
IOE
PLATFORM
Breakthrough Value
2012
Collaboration
Applications
Enterprise Resource
Planning (ERP) System
Data Management
Client Examples – Cisco Supply Chain
Cisco Confidential 11© 2013-2016 Cisco and/or its affiliates. All rights reserved.
Internet of
Things
Edge
Computing
Data Analytics Cloud Collaboration Mobility
Energy Management AutoTest
Predictive Quality Universal Order Visibility
Supplier Collaboration VMES for Quality Intercloud Pilot
Augmented Reality Warehouse Mgt
Build Metrics Build/Ship Revenue
Ship Metrics Distribution and Inventory Visibility Innovation
CONNECTED
Supply Chain
CONNECTED
Factory
CONNECTED
Supplier
CONNECTED
Customer
CONNECTED
Warehouse
Cisco ioE Enabled Supply Chain

More Related Content

What's hot

Iot in manufacturing
Iot in manufacturingIot in manufacturing
Iot in manufacturing
Daniel raj
 
Manufacturing and the Industrial Internet of Things (IIoT)
Manufacturing and the Industrial Internet of Things (IIoT)Manufacturing and the Industrial Internet of Things (IIoT)
Manufacturing and the Industrial Internet of Things (IIoT)
Plex Systems
 
Siemens_2022_JPM-Digital-Twin-Conference.pdf
Siemens_2022_JPM-Digital-Twin-Conference.pdfSiemens_2022_JPM-Digital-Twin-Conference.pdf
Siemens_2022_JPM-Digital-Twin-Conference.pdf
AlekseySolomin
 
Industry X.0 | Smart Factory | Session no.2
Industry X.0 | Smart Factory | Session no.2Industry X.0 | Smart Factory | Session no.2
Industry X.0 | Smart Factory | Session no.2
Accenture Hungary
 
Digital twin - Internet of Things
Digital twin - Internet of ThingsDigital twin - Internet of Things
Digital twin - Internet of Things
Ahmed Sayed
 
Industry 4.0: Merging Internet and Factories
Industry 4.0: Merging Internet and FactoriesIndustry 4.0: Merging Internet and Factories
Industry 4.0: Merging Internet and Factories
Fabernovel
 
On The Way To Smart Factory
On The Way To Smart FactoryOn The Way To Smart Factory
On The Way To Smart Factory
Dell World
 
IIoT - A data-driven future for manufacturing
IIoT - A data-driven future for manufacturingIIoT - A data-driven future for manufacturing
IIoT - A data-driven future for manufacturing
Lisa Waddell
 
Introduction to IoT (Internet of Things)
Introduction to IoT (Internet of Things)Introduction to IoT (Internet of Things)
Introduction to IoT (Internet of Things)
Octal Info Solution Pte Ltd
 
Introduction to Internet of Things (IoT)
Introduction to Internet of Things (IoT)Introduction to Internet of Things (IoT)
Introduction to Internet of Things (IoT)
Amarjeetsingh Thakur
 
Digital Twin
Digital TwinDigital Twin
Digital Twin
Sine19
 
Digital twins ppt
Digital twins pptDigital twins ppt
Digital twins ppt
travel_affair
 
Digital Twin at-a-glance, Yong @SEMIforte
Digital Twin at-a-glance, Yong @SEMIforteDigital Twin at-a-glance, Yong @SEMIforte
Digital Twin at-a-glance, Yong @SEMIforte
Yong Wang
 
Beginners: What is Industrial IoT (IIoT)
Beginners: What is Industrial IoT (IIoT)Beginners: What is Industrial IoT (IIoT)
Beginners: What is Industrial IoT (IIoT)
3G4G
 
Smart Manufacturing Control
Smart Manufacturing ControlSmart Manufacturing Control
Smart Manufacturing Control
Cantier Systems
 
IoT vs IIoT vs Industry 4.0
IoT vs IIoT vs Industry 4.0IoT vs IIoT vs Industry 4.0
IoT vs IIoT vs Industry 4.0
SMACAR Solutions
 
The Role of Internet-of-Things (IoT) in Healthcare
The Role of Internet-of-Things (IoT) in HealthcareThe Role of Internet-of-Things (IoT) in Healthcare
The Role of Internet-of-Things (IoT) in Healthcare
Luís Rita
 
Iot for smart city
Iot for smart cityIot for smart city
Iot for smart city
sanalkumar k
 
Smart healthcare
Smart healthcareSmart healthcare
Smart healthcare
SayanSarkar55
 

What's hot (20)

Iot in manufacturing
Iot in manufacturingIot in manufacturing
Iot in manufacturing
 
Manufacturing and the Industrial Internet of Things (IIoT)
Manufacturing and the Industrial Internet of Things (IIoT)Manufacturing and the Industrial Internet of Things (IIoT)
Manufacturing and the Industrial Internet of Things (IIoT)
 
Siemens_2022_JPM-Digital-Twin-Conference.pdf
Siemens_2022_JPM-Digital-Twin-Conference.pdfSiemens_2022_JPM-Digital-Twin-Conference.pdf
Siemens_2022_JPM-Digital-Twin-Conference.pdf
 
Industry X.0 | Smart Factory | Session no.2
Industry X.0 | Smart Factory | Session no.2Industry X.0 | Smart Factory | Session no.2
Industry X.0 | Smart Factory | Session no.2
 
Digital twin - Internet of Things
Digital twin - Internet of ThingsDigital twin - Internet of Things
Digital twin - Internet of Things
 
Industry 4.0: Merging Internet and Factories
Industry 4.0: Merging Internet and FactoriesIndustry 4.0: Merging Internet and Factories
Industry 4.0: Merging Internet and Factories
 
On The Way To Smart Factory
On The Way To Smart FactoryOn The Way To Smart Factory
On The Way To Smart Factory
 
IIoT - A data-driven future for manufacturing
IIoT - A data-driven future for manufacturingIIoT - A data-driven future for manufacturing
IIoT - A data-driven future for manufacturing
 
Introduction to IoT (Internet of Things)
Introduction to IoT (Internet of Things)Introduction to IoT (Internet of Things)
Introduction to IoT (Internet of Things)
 
eBook-IoTPractice
eBook-IoTPracticeeBook-IoTPractice
eBook-IoTPractice
 
Introduction to Internet of Things (IoT)
Introduction to Internet of Things (IoT)Introduction to Internet of Things (IoT)
Introduction to Internet of Things (IoT)
 
Digital Twin
Digital TwinDigital Twin
Digital Twin
 
Digital twins ppt
Digital twins pptDigital twins ppt
Digital twins ppt
 
Digital Twin at-a-glance, Yong @SEMIforte
Digital Twin at-a-glance, Yong @SEMIforteDigital Twin at-a-glance, Yong @SEMIforte
Digital Twin at-a-glance, Yong @SEMIforte
 
Beginners: What is Industrial IoT (IIoT)
Beginners: What is Industrial IoT (IIoT)Beginners: What is Industrial IoT (IIoT)
Beginners: What is Industrial IoT (IIoT)
 
Smart Manufacturing Control
Smart Manufacturing ControlSmart Manufacturing Control
Smart Manufacturing Control
 
IoT vs IIoT vs Industry 4.0
IoT vs IIoT vs Industry 4.0IoT vs IIoT vs Industry 4.0
IoT vs IIoT vs Industry 4.0
 
The Role of Internet-of-Things (IoT) in Healthcare
The Role of Internet-of-Things (IoT) in HealthcareThe Role of Internet-of-Things (IoT) in Healthcare
The Role of Internet-of-Things (IoT) in Healthcare
 
Iot for smart city
Iot for smart cityIot for smart city
Iot for smart city
 
Smart healthcare
Smart healthcareSmart healthcare
Smart healthcare
 

Similar to Manufacturing with Internet of Things

Beyond the Vision: Realizing the Promise of Industry 4.0
Beyond the Vision: Realizing the Promise of Industry 4.0Beyond the Vision: Realizing the Promise of Industry 4.0
Beyond the Vision: Realizing the Promise of Industry 4.0
Cognizant
 
Adaptable Architecture – the Backbone of Digital Business Models
Adaptable Architecture – the Backbone of Digital Business ModelsAdaptable Architecture – the Backbone of Digital Business Models
Adaptable Architecture – the Backbone of Digital Business Models
Workday, Inc.
 
Continuous Delivery Operating Model for Insurers: Building a Software “Value-...
Continuous Delivery Operating Model for Insurers: Building a Software “Value-...Continuous Delivery Operating Model for Insurers: Building a Software “Value-...
Continuous Delivery Operating Model for Insurers: Building a Software “Value-...
Cognizant
 
SAP PLM-SAP Product Lifecycle Management for Discrete Industries (Solution Ov...
SAP PLM-SAP Product Lifecycle Management for Discrete Industries (Solution Ov...SAP PLM-SAP Product Lifecycle Management for Discrete Industries (Solution Ov...
SAP PLM-SAP Product Lifecycle Management for Discrete Industries (Solution Ov...
ariewm1
 
Digital Transformation Playbook: Guide to Unleashing Exponential Growth
Digital Transformation Playbook: Guide to Unleashing Exponential GrowthDigital Transformation Playbook: Guide to Unleashing Exponential Growth
Digital Transformation Playbook: Guide to Unleashing Exponential Growth
BMC Software
 
Bitrock manufacturing
Bitrock manufacturing Bitrock manufacturing
Bitrock manufacturing
cosma_r
 
MongoDB World 2019: Data Digital Decoupling
MongoDB World 2019: Data Digital DecouplingMongoDB World 2019: Data Digital Decoupling
MongoDB World 2019: Data Digital Decoupling
MongoDB
 
Accelerating digital transformation in SAP environment
Accelerating digital transformation in SAP environmentAccelerating digital transformation in SAP environment
Accelerating digital transformation in SAP environment
Logan Vadivelu
 
Increasing Business Productivity in Connected Enterprises and an Always-On Di...
Increasing Business Productivity in Connected Enterprises and an Always-On Di...Increasing Business Productivity in Connected Enterprises and an Always-On Di...
Increasing Business Productivity in Connected Enterprises and an Always-On Di...
Cognizant
 
How to build an it transformation roadmap
How to build an it transformation roadmapHow to build an it transformation roadmap
How to build an it transformation roadmap
InnesGerrard
 
Artificial intelligence capabilities overview yashowardhan sowale cwin18-india
Artificial intelligence capabilities overview yashowardhan sowale cwin18-indiaArtificial intelligence capabilities overview yashowardhan sowale cwin18-india
Artificial intelligence capabilities overview yashowardhan sowale cwin18-india
Capgemini
 
Business agility imperatives smarter solutions-transformation-icty 2011-1
Business agility imperatives smarter solutions-transformation-icty 2011-1Business agility imperatives smarter solutions-transformation-icty 2011-1
Business agility imperatives smarter solutions-transformation-icty 2011-1
zslmarketing
 
Capgemini Leap Data Transformation Framework with Cloudera
Capgemini Leap Data Transformation Framework with ClouderaCapgemini Leap Data Transformation Framework with Cloudera
Capgemini Leap Data Transformation Framework with Cloudera
Capgemini
 
Digital Transformational Trends in Insurance
Digital Transformational Trends in InsuranceDigital Transformational Trends in Insurance
Digital Transformational Trends in Insurance
Christopher King
 
Digital Transformational Trends in Insurance
Digital Transformational Trends in InsuranceDigital Transformational Trends in Insurance
Digital Transformational Trends in Insurance
Christopher King
 
Next Dimension + Cisco Smart Manufacturing
Next Dimension + Cisco Smart ManufacturingNext Dimension + Cisco Smart Manufacturing
Next Dimension + Cisco Smart Manufacturing
Next Dimension Inc.
 
Digital Transformation Trends in Insurance
Digital Transformation Trends in InsuranceDigital Transformation Trends in Insurance
Digital Transformation Trends in Insurance
Information Services Group (ISG)
 
Cloud Migration Checklist: A Better Way to Set Priorities, Assess Your Progre...
Cloud Migration Checklist: A Better Way to Set Priorities, Assess Your Progre...Cloud Migration Checklist: A Better Way to Set Priorities, Assess Your Progre...
Cloud Migration Checklist: A Better Way to Set Priorities, Assess Your Progre...
Enterprise Management Associates
 

Similar to Manufacturing with Internet of Things (20)

Beyond the Vision: Realizing the Promise of Industry 4.0
Beyond the Vision: Realizing the Promise of Industry 4.0Beyond the Vision: Realizing the Promise of Industry 4.0
Beyond the Vision: Realizing the Promise of Industry 4.0
 
Adaptable Architecture – the Backbone of Digital Business Models
Adaptable Architecture – the Backbone of Digital Business ModelsAdaptable Architecture – the Backbone of Digital Business Models
Adaptable Architecture – the Backbone of Digital Business Models
 
CSC Conversations
CSC ConversationsCSC Conversations
CSC Conversations
 
Connect-and-optimize
Connect-and-optimizeConnect-and-optimize
Connect-and-optimize
 
Continuous Delivery Operating Model for Insurers: Building a Software “Value-...
Continuous Delivery Operating Model for Insurers: Building a Software “Value-...Continuous Delivery Operating Model for Insurers: Building a Software “Value-...
Continuous Delivery Operating Model for Insurers: Building a Software “Value-...
 
SAP PLM-SAP Product Lifecycle Management for Discrete Industries (Solution Ov...
SAP PLM-SAP Product Lifecycle Management for Discrete Industries (Solution Ov...SAP PLM-SAP Product Lifecycle Management for Discrete Industries (Solution Ov...
SAP PLM-SAP Product Lifecycle Management for Discrete Industries (Solution Ov...
 
Digital Transformation Playbook: Guide to Unleashing Exponential Growth
Digital Transformation Playbook: Guide to Unleashing Exponential GrowthDigital Transformation Playbook: Guide to Unleashing Exponential Growth
Digital Transformation Playbook: Guide to Unleashing Exponential Growth
 
Bitrock manufacturing
Bitrock manufacturing Bitrock manufacturing
Bitrock manufacturing
 
MongoDB World 2019: Data Digital Decoupling
MongoDB World 2019: Data Digital DecouplingMongoDB World 2019: Data Digital Decoupling
MongoDB World 2019: Data Digital Decoupling
 
Accelerating digital transformation in SAP environment
Accelerating digital transformation in SAP environmentAccelerating digital transformation in SAP environment
Accelerating digital transformation in SAP environment
 
Increasing Business Productivity in Connected Enterprises and an Always-On Di...
Increasing Business Productivity in Connected Enterprises and an Always-On Di...Increasing Business Productivity in Connected Enterprises and an Always-On Di...
Increasing Business Productivity in Connected Enterprises and an Always-On Di...
 
How to build an it transformation roadmap
How to build an it transformation roadmapHow to build an it transformation roadmap
How to build an it transformation roadmap
 
Artificial intelligence capabilities overview yashowardhan sowale cwin18-india
Artificial intelligence capabilities overview yashowardhan sowale cwin18-indiaArtificial intelligence capabilities overview yashowardhan sowale cwin18-india
Artificial intelligence capabilities overview yashowardhan sowale cwin18-india
 
Business agility imperatives smarter solutions-transformation-icty 2011-1
Business agility imperatives smarter solutions-transformation-icty 2011-1Business agility imperatives smarter solutions-transformation-icty 2011-1
Business agility imperatives smarter solutions-transformation-icty 2011-1
 
Capgemini Leap Data Transformation Framework with Cloudera
Capgemini Leap Data Transformation Framework with ClouderaCapgemini Leap Data Transformation Framework with Cloudera
Capgemini Leap Data Transformation Framework with Cloudera
 
Digital Transformational Trends in Insurance
Digital Transformational Trends in InsuranceDigital Transformational Trends in Insurance
Digital Transformational Trends in Insurance
 
Digital Transformational Trends in Insurance
Digital Transformational Trends in InsuranceDigital Transformational Trends in Insurance
Digital Transformational Trends in Insurance
 
Next Dimension + Cisco Smart Manufacturing
Next Dimension + Cisco Smart ManufacturingNext Dimension + Cisco Smart Manufacturing
Next Dimension + Cisco Smart Manufacturing
 
Digital Transformation Trends in Insurance
Digital Transformation Trends in InsuranceDigital Transformation Trends in Insurance
Digital Transformation Trends in Insurance
 
Cloud Migration Checklist: A Better Way to Set Priorities, Assess Your Progre...
Cloud Migration Checklist: A Better Way to Set Priorities, Assess Your Progre...Cloud Migration Checklist: A Better Way to Set Priorities, Assess Your Progre...
Cloud Migration Checklist: A Better Way to Set Priorities, Assess Your Progre...
 

More from Connected Futures

Connected Futures Cisco Research: IoT Value: Challenges, Breakthroughs, and B...
Connected Futures Cisco Research: IoT Value: Challenges, Breakthroughs, and B...Connected Futures Cisco Research: IoT Value: Challenges, Breakthroughs, and B...
Connected Futures Cisco Research: IoT Value: Challenges, Breakthroughs, and B...
Connected Futures
 
Digital Technologies: Today’s New Crime Fighters
 Digital Technologies: Today’s New Crime Fighters Digital Technologies: Today’s New Crime Fighters
Digital Technologies: Today’s New Crime Fighters
Connected Futures
 
Digital Healthcare Providers: Forget Sexy, Focus on Boring
Digital Healthcare Providers: Forget Sexy, Focus on BoringDigital Healthcare Providers: Forget Sexy, Focus on Boring
Digital Healthcare Providers: Forget Sexy, Focus on Boring
Connected Futures
 
IT's New Starring Role
IT's New Starring RoleIT's New Starring Role
IT's New Starring Role
Connected Futures
 
Notable Quotes from Gartner Symposium/ITxpo
Notable Quotes from Gartner Symposium/ITxpoNotable Quotes from Gartner Symposium/ITxpo
Notable Quotes from Gartner Symposium/ITxpo
Connected Futures
 
More Personalization = More Money
More Personalization = More MoneyMore Personalization = More Money
More Personalization = More Money
Connected Futures
 
More Digital = More Money
More Digital = More MoneyMore Digital = More Money
More Digital = More Money
Connected Futures
 
More Channels = More Money
More Channels = More MoneyMore Channels = More Money
More Channels = More Money
Connected Futures
 
More Mobile = More Money
More Mobile = More MoneyMore Mobile = More Money
More Mobile = More Money
Connected Futures
 
Why the CFO is the Ideal Champion for Cybersecurity: Part 2
Why the CFO is the Ideal Champion for Cybersecurity: Part 2Why the CFO is the Ideal Champion for Cybersecurity: Part 2
Why the CFO is the Ideal Champion for Cybersecurity: Part 2
Connected Futures
 
Connected Futures Podcast: The Digital Manufacturer – Resolving the Service D...
Connected Futures Podcast: The Digital Manufacturer – Resolving the Service D...Connected Futures Podcast: The Digital Manufacturer – Resolving the Service D...
Connected Futures Podcast: The Digital Manufacturer – Resolving the Service D...
Connected Futures
 
Summary: Digital Manufacturing Powers a Better Way to Build Trucks
Summary: Digital Manufacturing Powers a Better Way to Build TrucksSummary: Digital Manufacturing Powers a Better Way to Build Trucks
Summary: Digital Manufacturing Powers a Better Way to Build Trucks
Connected Futures
 
A transformação digital com a Internet de Todas as Coisas
A transformação digital com a Internet de Todas as CoisasA transformação digital com a Internet de Todas as Coisas
A transformação digital com a Internet de Todas as Coisas
Connected Futures
 
Improving Healthcare Through Digital Transformation
Improving Healthcare Through Digital TransformationImproving Healthcare Through Digital Transformation
Improving Healthcare Through Digital Transformation
Connected Futures
 
Part 2 - Digital Transformation: Secrets of the Successful C-suite
Part 2 - Digital Transformation: Secrets of the Successful C-suitePart 2 - Digital Transformation: Secrets of the Successful C-suite
Part 2 - Digital Transformation: Secrets of the Successful C-suiteConnected Futures
 
Transfórmese o sucumba a la transformación
Transfórmese o sucumba a la transformaciónTransfórmese o sucumba a la transformación
Transfórmese o sucumba a la transformación
Connected Futures
 
Verstoren of verstoord worden
Verstoren of verstoord worden Verstoren of verstoord worden
Verstoren of verstoord worden
Connected Futures
 
Scegli se guidare la trasformazione digitale o subirla
Scegli se guidare la trasformazione digitale o subirlaScegli se guidare la trasformazione digitale o subirla
Scegli se guidare la trasformazione digitale o subirla
Connected Futures
 
Agir ou subir
Agir ou subirAgir ou subir
Agir ou subir
Connected Futures
 
Digital Transformation in Retail
Digital Transformation in RetailDigital Transformation in Retail
Digital Transformation in Retail
Connected Futures
 

More from Connected Futures (20)

Connected Futures Cisco Research: IoT Value: Challenges, Breakthroughs, and B...
Connected Futures Cisco Research: IoT Value: Challenges, Breakthroughs, and B...Connected Futures Cisco Research: IoT Value: Challenges, Breakthroughs, and B...
Connected Futures Cisco Research: IoT Value: Challenges, Breakthroughs, and B...
 
Digital Technologies: Today’s New Crime Fighters
 Digital Technologies: Today’s New Crime Fighters Digital Technologies: Today’s New Crime Fighters
Digital Technologies: Today’s New Crime Fighters
 
Digital Healthcare Providers: Forget Sexy, Focus on Boring
Digital Healthcare Providers: Forget Sexy, Focus on BoringDigital Healthcare Providers: Forget Sexy, Focus on Boring
Digital Healthcare Providers: Forget Sexy, Focus on Boring
 
IT's New Starring Role
IT's New Starring RoleIT's New Starring Role
IT's New Starring Role
 
Notable Quotes from Gartner Symposium/ITxpo
Notable Quotes from Gartner Symposium/ITxpoNotable Quotes from Gartner Symposium/ITxpo
Notable Quotes from Gartner Symposium/ITxpo
 
More Personalization = More Money
More Personalization = More MoneyMore Personalization = More Money
More Personalization = More Money
 
More Digital = More Money
More Digital = More MoneyMore Digital = More Money
More Digital = More Money
 
More Channels = More Money
More Channels = More MoneyMore Channels = More Money
More Channels = More Money
 
More Mobile = More Money
More Mobile = More MoneyMore Mobile = More Money
More Mobile = More Money
 
Why the CFO is the Ideal Champion for Cybersecurity: Part 2
Why the CFO is the Ideal Champion for Cybersecurity: Part 2Why the CFO is the Ideal Champion for Cybersecurity: Part 2
Why the CFO is the Ideal Champion for Cybersecurity: Part 2
 
Connected Futures Podcast: The Digital Manufacturer – Resolving the Service D...
Connected Futures Podcast: The Digital Manufacturer – Resolving the Service D...Connected Futures Podcast: The Digital Manufacturer – Resolving the Service D...
Connected Futures Podcast: The Digital Manufacturer – Resolving the Service D...
 
Summary: Digital Manufacturing Powers a Better Way to Build Trucks
Summary: Digital Manufacturing Powers a Better Way to Build TrucksSummary: Digital Manufacturing Powers a Better Way to Build Trucks
Summary: Digital Manufacturing Powers a Better Way to Build Trucks
 
A transformação digital com a Internet de Todas as Coisas
A transformação digital com a Internet de Todas as CoisasA transformação digital com a Internet de Todas as Coisas
A transformação digital com a Internet de Todas as Coisas
 
Improving Healthcare Through Digital Transformation
Improving Healthcare Through Digital TransformationImproving Healthcare Through Digital Transformation
Improving Healthcare Through Digital Transformation
 
Part 2 - Digital Transformation: Secrets of the Successful C-suite
Part 2 - Digital Transformation: Secrets of the Successful C-suitePart 2 - Digital Transformation: Secrets of the Successful C-suite
Part 2 - Digital Transformation: Secrets of the Successful C-suite
 
Transfórmese o sucumba a la transformación
Transfórmese o sucumba a la transformaciónTransfórmese o sucumba a la transformación
Transfórmese o sucumba a la transformación
 
Verstoren of verstoord worden
Verstoren of verstoord worden Verstoren of verstoord worden
Verstoren of verstoord worden
 
Scegli se guidare la trasformazione digitale o subirla
Scegli se guidare la trasformazione digitale o subirlaScegli se guidare la trasformazione digitale o subirla
Scegli se guidare la trasformazione digitale o subirla
 
Agir ou subir
Agir ou subirAgir ou subir
Agir ou subir
 
Digital Transformation in Retail
Digital Transformation in RetailDigital Transformation in Retail
Digital Transformation in Retail
 

Recently uploaded

Search Disrupted Google’s Leaked Documents Rock the SEO World.pdf
Search Disrupted Google’s Leaked Documents Rock the SEO World.pdfSearch Disrupted Google’s Leaked Documents Rock the SEO World.pdf
Search Disrupted Google’s Leaked Documents Rock the SEO World.pdf
Arihant Webtech Pvt. Ltd
 
What is the TDS Return Filing Due Date for FY 2024-25.pdf
What is the TDS Return Filing Due Date for FY 2024-25.pdfWhat is the TDS Return Filing Due Date for FY 2024-25.pdf
What is the TDS Return Filing Due Date for FY 2024-25.pdf
seoforlegalpillers
 
Global Interconnection Group Joint Venture[960] (1).pdf
Global Interconnection Group Joint Venture[960] (1).pdfGlobal Interconnection Group Joint Venture[960] (1).pdf
Global Interconnection Group Joint Venture[960] (1).pdf
Henry Tapper
 
20240425_ TJ Communications Credentials_compressed.pdf
20240425_ TJ Communications Credentials_compressed.pdf20240425_ TJ Communications Credentials_compressed.pdf
20240425_ TJ Communications Credentials_compressed.pdf
tjcomstrang
 
Premium MEAN Stack Development Solutions for Modern Businesses
Premium MEAN Stack Development Solutions for Modern BusinessesPremium MEAN Stack Development Solutions for Modern Businesses
Premium MEAN Stack Development Solutions for Modern Businesses
SynapseIndia
 
Memorandum Of Association Constitution of Company.ppt
Memorandum Of Association Constitution of Company.pptMemorandum Of Association Constitution of Company.ppt
Memorandum Of Association Constitution of Company.ppt
seri bangash
 
chapter 10 - excise tax of transfer and business taxation
chapter 10 - excise tax of transfer and business taxationchapter 10 - excise tax of transfer and business taxation
chapter 10 - excise tax of transfer and business taxation
AUDIJEAngelo
 
BeMetals Presentation_May_22_2024 .pdf
BeMetals Presentation_May_22_2024   .pdfBeMetals Presentation_May_22_2024   .pdf
BeMetals Presentation_May_22_2024 .pdf
DerekIwanaka1
 
Improving profitability for small business
Improving profitability for small businessImproving profitability for small business
Improving profitability for small business
Ben Wann
 
Affordable Stationery Printing Services in Jaipur | Navpack n Print
Affordable Stationery Printing Services in Jaipur | Navpack n PrintAffordable Stationery Printing Services in Jaipur | Navpack n Print
Affordable Stationery Printing Services in Jaipur | Navpack n Print
Navpack & Print
 
anas about venice for grade 6f about venice
anas about venice for grade 6f about veniceanas about venice for grade 6f about venice
anas about venice for grade 6f about venice
anasabutalha2013
 
RMD24 | Debunking the non-endemic revenue myth Marvin Vacquier Droop | First ...
RMD24 | Debunking the non-endemic revenue myth Marvin Vacquier Droop | First ...RMD24 | Debunking the non-endemic revenue myth Marvin Vacquier Droop | First ...
RMD24 | Debunking the non-endemic revenue myth Marvin Vacquier Droop | First ...
BBPMedia1
 
一比一原版加拿大渥太华大学毕业证(uottawa毕业证书)如何办理
一比一原版加拿大渥太华大学毕业证(uottawa毕业证书)如何办理一比一原版加拿大渥太华大学毕业证(uottawa毕业证书)如何办理
一比一原版加拿大渥太华大学毕业证(uottawa毕业证书)如何办理
taqyed
 
Putting the SPARK into Virtual Training.pptx
Putting the SPARK into Virtual Training.pptxPutting the SPARK into Virtual Training.pptx
Putting the SPARK into Virtual Training.pptx
Cynthia Clay
 
PriyoShop Celebration Pohela Falgun Mar 20, 2024
PriyoShop Celebration Pohela Falgun Mar 20, 2024PriyoShop Celebration Pohela Falgun Mar 20, 2024
PriyoShop Celebration Pohela Falgun Mar 20, 2024
PriyoShop.com LTD
 
April 2024 Nostalgia Products Newsletter
April 2024 Nostalgia Products NewsletterApril 2024 Nostalgia Products Newsletter
April 2024 Nostalgia Products Newsletter
NathanBaughman3
 
Unveiling the Secrets How Does Generative AI Work.pdf
Unveiling the Secrets How Does Generative AI Work.pdfUnveiling the Secrets How Does Generative AI Work.pdf
Unveiling the Secrets How Does Generative AI Work.pdf
Sam H
 
Pitch Deck Teardown: RAW Dating App's $3M Angel deck
Pitch Deck Teardown: RAW Dating App's $3M Angel deckPitch Deck Teardown: RAW Dating App's $3M Angel deck
Pitch Deck Teardown: RAW Dating App's $3M Angel deck
HajeJanKamps
 
Introduction to Amazon company 111111111111
Introduction to Amazon company 111111111111Introduction to Amazon company 111111111111
Introduction to Amazon company 111111111111
zoyaansari11365
 
Cracking the Workplace Discipline Code Main.pptx
Cracking the Workplace Discipline Code Main.pptxCracking the Workplace Discipline Code Main.pptx
Cracking the Workplace Discipline Code Main.pptx
Workforce Group
 

Recently uploaded (20)

Search Disrupted Google’s Leaked Documents Rock the SEO World.pdf
Search Disrupted Google’s Leaked Documents Rock the SEO World.pdfSearch Disrupted Google’s Leaked Documents Rock the SEO World.pdf
Search Disrupted Google’s Leaked Documents Rock the SEO World.pdf
 
What is the TDS Return Filing Due Date for FY 2024-25.pdf
What is the TDS Return Filing Due Date for FY 2024-25.pdfWhat is the TDS Return Filing Due Date for FY 2024-25.pdf
What is the TDS Return Filing Due Date for FY 2024-25.pdf
 
Global Interconnection Group Joint Venture[960] (1).pdf
Global Interconnection Group Joint Venture[960] (1).pdfGlobal Interconnection Group Joint Venture[960] (1).pdf
Global Interconnection Group Joint Venture[960] (1).pdf
 
20240425_ TJ Communications Credentials_compressed.pdf
20240425_ TJ Communications Credentials_compressed.pdf20240425_ TJ Communications Credentials_compressed.pdf
20240425_ TJ Communications Credentials_compressed.pdf
 
Premium MEAN Stack Development Solutions for Modern Businesses
Premium MEAN Stack Development Solutions for Modern BusinessesPremium MEAN Stack Development Solutions for Modern Businesses
Premium MEAN Stack Development Solutions for Modern Businesses
 
Memorandum Of Association Constitution of Company.ppt
Memorandum Of Association Constitution of Company.pptMemorandum Of Association Constitution of Company.ppt
Memorandum Of Association Constitution of Company.ppt
 
chapter 10 - excise tax of transfer and business taxation
chapter 10 - excise tax of transfer and business taxationchapter 10 - excise tax of transfer and business taxation
chapter 10 - excise tax of transfer and business taxation
 
BeMetals Presentation_May_22_2024 .pdf
BeMetals Presentation_May_22_2024   .pdfBeMetals Presentation_May_22_2024   .pdf
BeMetals Presentation_May_22_2024 .pdf
 
Improving profitability for small business
Improving profitability for small businessImproving profitability for small business
Improving profitability for small business
 
Affordable Stationery Printing Services in Jaipur | Navpack n Print
Affordable Stationery Printing Services in Jaipur | Navpack n PrintAffordable Stationery Printing Services in Jaipur | Navpack n Print
Affordable Stationery Printing Services in Jaipur | Navpack n Print
 
anas about venice for grade 6f about venice
anas about venice for grade 6f about veniceanas about venice for grade 6f about venice
anas about venice for grade 6f about venice
 
RMD24 | Debunking the non-endemic revenue myth Marvin Vacquier Droop | First ...
RMD24 | Debunking the non-endemic revenue myth Marvin Vacquier Droop | First ...RMD24 | Debunking the non-endemic revenue myth Marvin Vacquier Droop | First ...
RMD24 | Debunking the non-endemic revenue myth Marvin Vacquier Droop | First ...
 
一比一原版加拿大渥太华大学毕业证(uottawa毕业证书)如何办理
一比一原版加拿大渥太华大学毕业证(uottawa毕业证书)如何办理一比一原版加拿大渥太华大学毕业证(uottawa毕业证书)如何办理
一比一原版加拿大渥太华大学毕业证(uottawa毕业证书)如何办理
 
Putting the SPARK into Virtual Training.pptx
Putting the SPARK into Virtual Training.pptxPutting the SPARK into Virtual Training.pptx
Putting the SPARK into Virtual Training.pptx
 
PriyoShop Celebration Pohela Falgun Mar 20, 2024
PriyoShop Celebration Pohela Falgun Mar 20, 2024PriyoShop Celebration Pohela Falgun Mar 20, 2024
PriyoShop Celebration Pohela Falgun Mar 20, 2024
 
April 2024 Nostalgia Products Newsletter
April 2024 Nostalgia Products NewsletterApril 2024 Nostalgia Products Newsletter
April 2024 Nostalgia Products Newsletter
 
Unveiling the Secrets How Does Generative AI Work.pdf
Unveiling the Secrets How Does Generative AI Work.pdfUnveiling the Secrets How Does Generative AI Work.pdf
Unveiling the Secrets How Does Generative AI Work.pdf
 
Pitch Deck Teardown: RAW Dating App's $3M Angel deck
Pitch Deck Teardown: RAW Dating App's $3M Angel deckPitch Deck Teardown: RAW Dating App's $3M Angel deck
Pitch Deck Teardown: RAW Dating App's $3M Angel deck
 
Introduction to Amazon company 111111111111
Introduction to Amazon company 111111111111Introduction to Amazon company 111111111111
Introduction to Amazon company 111111111111
 
Cracking the Workplace Discipline Code Main.pptx
Cracking the Workplace Discipline Code Main.pptxCracking the Workplace Discipline Code Main.pptx
Cracking the Workplace Discipline Code Main.pptx
 

Manufacturing with Internet of Things

  • 1. Smarter Manufacturing with the Internet of Things (IoT)
  • 2. Cisco Confidential 2© 2013-2016 Cisco and/or its affiliates. All rights reserved. An approach for how to leverage digital capabilities to transform Processes, Organizations, Strategy, and/or Business Models within their organization or across their value chain What does digitization mean to manufacturing companies?
  • 3. Cisco Confidential 3© 2013-2016 Cisco and/or its affiliates. All rights reserved. Why now? Technology is having an exponential impact, It’s what’s different with this wave of Transformation - Things are possible now that were not before: Mobile engagement, analytics, cloud delivery - Technology is PART of the value organizations can deliver, as opposed to just an enabler - More scalability in transformation today because of the pervasiveness of technology – nearly everything is connected (or will be) “Smart, connected products are changing how value is created for customer, how companies compete, and the boundaries of competition itself.” What does digitization mean to connected products?
  • 4. Cisco Confidential 4© 2013-2016 Cisco and/or its affiliates. All rights reserved. Reduction in Defects 49% Defect rate down from 4.9% to 2.5% Reduced Downtime 48% Unplanned downtime down from 11% to 5.8% OEE Improvement 16% Average OEE improved from 74% to 86% Improved Inventory 35% Inventory turns increased from 14 to 19 Reduction in Energy Use 18% Annual energy cost down from $8.4M to $6.9M The Real Economic Value is Immense New Product Introduction 23% New product introduction cycle time reduced from 15 to 11 Source: SCM World/Cisco “Smart Manufacturing & the Internet of Things 2015” survey of 400 Manufacturing Business Line Executives and Plant Managers across 17 vertical industries. What specific business benefits does it provide?
  • 5. Cisco Confidential 5© 2013-2016 Cisco and/or its affiliates. All rights reserved. Where and how do you start? To Capture Value, Manufacturers Must Build Foundational Capabilities of a Digitized Business Build a Hyperaware Organization Ensure quality and uptime Respond to customers and end users in real time Achieve unprecedented standards of excellence Make Informed Decisions Transform data into insight Generate value by gaining insights from data Ex: KM & collaboration platforms, dashboards, analytics Execute Fast Enable innovation and business-model change Break down silos between IT/OT and engineering/services (ex: preventative maintenance) Outpace the competition
  • 6. Cisco Confidential 6© 2013-2016 Cisco and/or its affiliates. All rights reserved. Where and how do you start? Digital Transformation Capabilities Required Analyze / Distribute Personalize/ Predict Interact / Collaborate - Real time accessibility and Visibility into info and insights. In order to be able to deliver on Digital Business Transformation, organizations need to excel at a number of capabilities including: - Providing context and recommended action - The ability of people/customers/value chain to collaborate, communicate, and make better decisions Capture/ Collect - Organizations need to become Hyperaware by increasing their ability to sense, monitor, and identify Act thru Automation - Automate where possible (closed loop) SECURITY
  • 7. Cisco Confidential 7© 2013-2016 Cisco and/or its affiliates. All rights reserved. Off-Line Factory Communication, Collaboration, Data Strategies & Platforms Connected Factory Analytics & Big Data Virtualization & Compute Connected Machines Factory Collaboration Location-based Services Connected Enterprise Value Chain Collaboration Design & Service Synchronization Value Chain Orchestration Digital Manufacturing Maturity Model + 16% OEE - 35% Inventory + 23% NPI - 49% Defects - 48% Downtime Capture/Collect Analyze/Distribute Personalize/Predict Action (Automate & Collaborate) Hyper- Aware Informe d Decision Making Fast Execution Where and how do you start?
  • 8. Cisco Confidential 8© 2013-2016 Cisco and/or its affiliates. All rights reserved.  Start w/clear understanding of business strategies across the entire value chain  Brainstorm areas of improvement use-cases, develop hypothesis statements w/business impacts  Prioritize and group common use-cases with clear, measureable business outcomes  Develop phased, balanced approach (people, process, technology) Where and how do you start?
  • 9. Cisco Confidential 9© 2013-2016 Cisco and/or its affiliates. All rights reserved. Client Examples “We have cases where downtime is costing over $20,000 per minute. The ability to predict service requirements will have a tremendous impact.” - Rick Schneider – NA CEO FANUC Robotics https://www.youtube.com/watch?v=DN4duKoNsak
  • 10. Cisco Confidential 10© 2013-2016 Cisco and/or its affiliates. All rights reserved. Complexity inhibits growth productivity Enterprise Resource Planning Transition Define capabilities for growth & value capture Business Architecture 2013 2014 IOE PLATFORM Breakthrough Value 2012 Collaboration Applications Enterprise Resource Planning (ERP) System Data Management Client Examples – Cisco Supply Chain
  • 11. Cisco Confidential 11© 2013-2016 Cisco and/or its affiliates. All rights reserved. Internet of Things Edge Computing Data Analytics Cloud Collaboration Mobility Energy Management AutoTest Predictive Quality Universal Order Visibility Supplier Collaboration VMES for Quality Intercloud Pilot Augmented Reality Warehouse Mgt Build Metrics Build/Ship Revenue Ship Metrics Distribution and Inventory Visibility Innovation CONNECTED Supply Chain CONNECTED Factory CONNECTED Supplier CONNECTED Customer CONNECTED Warehouse Cisco ioE Enabled Supply Chain

Editor's Notes

  1. Stress: Typically, Business Transformation impacts Technology, People and Processes. In Digital Business Transformation, Technology has an increased level of importance. Typically, Business Transformation impacts Technology, People and Processes. In Digital Business Transformation, Technology has an increased level of importance Inflection point on # of connections – driving incredible amounts of – ULTIMATELY enabling new insights (visibility, trends, …) Some estimate 500 BILLION connected ‘things’, will fundamentally transform business and our lives and drive tens of trillions of $’s in economic value over the next decade NEW business models will rise and fall as unprecedented speed (ex: Uber, Airbnb, …) Tremendous disruption (some estimate 40% of existing enterprise customers will not exist in a meaningful way in ten years) SUMMARY – need to prepare for this, if you do not change, you will get left behind! This is NOT only about technology, but technology is at an inflection pt and will help drive this shift TODD NEUVILLE NOTES – Life Sciences MFG & Supply Chain integration (vs past) 1. Foundational platforms to drive value chain orchestration, near real-time, 2. Operationalize – limited visibility globally 3. MFG lead times – batch to continuous, plant in a box, 4. Transformation – completely different methods, mfg, w/cultural challenges (aging workforce) STRONG COMPLIANCE DEMANDS
  2. FOCUS: Make information applicable to your customers; make sure to reference these themes and consider including additional points appropriate for your practice Focus on “Why Now?” Highlighting a connected-product example –stressing: Fundamentally changes competitive landscape, customer value and our clients end-to-end business models Stressing customer-centricity – from improved alignment to initial requirements, through improved connected-product performance ** Should also highlight the increasing Importance of cyber security in ‘connected’ examples like this
  3. These represent real examples Cisco has helped our clients drive Cisco and SCM world surveyed over 400 manufacturing business line leaders – and mfg leaders expect dramatic improvements across the key manufacturing KPIs by focusing on connecting devices in the factory and optimizing the use of data. Highlight a few examples (outlined in red above) - Reduced Downtime – GM, Harley Davidson, … (foundational connectivity & Security to improve production), along w/business agility, and increased quality NPI – tighter connections from traditional PLM processes to production (DFM), quicker product launch issue resolutions/launch timelines Energy – connectivity, security, driving broader collection and correlation of energy data driving 10-20% energy savings (VERY sub-segment industry specific). Beyond energy savings, this platform provides NEW INSIGHTS into other areas of process improvements too
  4. To unlock the full potential or connected machines and other service-oriented models, manufacturers will need to go further in converging services with digitization. To fully digitize the organization and capture the full potential of service value requires building three foundational capabilities: hyperawareness, informed decision-making, and fast execution. Hyperawareness is an organizational capability to recognize real-time insights and future trends. A critical component of hyperawareness is the ability to see first-hand how products and services are being used in practice. To attain hyperawareness, digital tools—including social networks, connected devices, and analytics—must act in concert to constantly monitor and share critical information, which in the case of manufacturing could be directly from the factory floor. Those connected industrial machines will be collecting critical and relevant data. Too often, however, organizations fail to act on data insights. Informed decision-making is the capability to actively analyze information that arrives through hyperawareness and ensure that it reaches those who need it most. Informed decision-making requires a technology foundation that include knowledge-management systems to organize insights, collaboration system to facilitate remote conversations, dashboards to display relevant information, and analytics systems to provide evidence-based insights. Those informed decisions must be turned into action (say, predictive maintenance when a plant-floor machine shows early signs of fatigue). Having an organizational culture that encourages experimentation and tolerates failure is central to fast execution; but bureaucracy and organizational silos can undermine it. Digital capabilities encourage action at all levels of the company hierarchy.
  5. Set this up to align to iOT Reference arch on next slide (foundation/security, drives data, automate where possible and drive to ACTION at top) Present bottom up – foundations needed, Mention “Oversight and governance” as critical elements – often missed,
  6. We’ve developed a MFG maturity model – a phased best practice approach
  7. 1. Fanuc – Connected Machine examples (and importance to xform their business), $20K/min downtime impact (single instance $2M) – this is working today! 2. GE example – “Digitizing the industrial space”, fundamentally changing their business (products to services, …), KEY components include Predix (OS for theitr connected product strategies), and ‘Brilliant factory’ (internal implementation of same concepts across their 1000 plants) 3. Mazak – significant early results, support improved up-time, and an as-a-service model as required 4. Other examples include (1) Flex / Cisco energy optimization, (2) Marathon Life Safety, RTLS-based, http://www.mckinsey.com/business-functions/organization/our-insights/ges-jeff-immelt-on-evolving-a-corporate-giant http://www.mckinsey.com/business-functions/organization/our-insights/ges-jeff-immelt-on-digitizing-in-the-industrial-space https://www.ge.com/digital/about-ge-digita
  8. Cisco Supply Chain is ‘walking the walk’, constantly ranked in the top-10 supply chains globally. Past years, we focused on migrating to a single ERP instance globally (in 18 months). This helped set the foundation for our focus in 2015/2016+ -- IOT PLATFORM use-cases. Most supply chain practitioners have done six sigma, we’ve done lean; we’ve done value engineering; we have done outsourcing. We have wrenched every last bit of value from these. But to really drive break through value… I fundamentally believe that building an IoE platform is the next one.
  9. If you look now at the Internet of Everything technologies such as cloud, mobility and cloud, we’ve only covered a few of the many experiments we have underway not just with a connected supply chain but with connected factory, connected warehouse, connected supplier and connected customer. We continue to uncover more value, give our teams the freedom to try out new areas of experimentation. We are balanced between incremental use-cases, and more disruptive use-cases (ex: Real-time quality monitoring, augmented reality in distribution, …)