SlideShare a Scribd company logo
1 
 
©2021 TechIPm, LLC All Rights Reserved http://www.techipm.com/ 
 
Digital Twin Innovation Insights from Patents
Alex G. Lee1
Patents are a good information resource for obtaining the state of the art of deep learning for digital twin
technology innovation insights. Patents that specifically describe the major digital twin technologies/applications
are a good indicator of the digital twin technology innovations in a specific innovation entity. To find the digital
twin technology innovation status, patent applications in the USPTO as of September 15, 2021 that specifically
describe the major technologies/applications in digital twin are searched and reviewed. 190 published patent
applications that are related to the key digital twin technology innovation are selected for detail analysis.
Following figure shows the digital twin patent application landscape with respect to the innovation entity. As
shown in the figure, the key digital twin innovation entities are General Electric, Siemens, Johnson Controls
Technology, IBM, Toyota, CohesionIB, Honeywell, Philips, Rockwell Automation Technologies, and PTC.
                                                            
1
Alex G. Lee, Ph.D Esq., is a principal consultant and patent attorney at TechIPm, LLC.
 
©
 
©2021 TechIPm, 
Toyota
4%
CohesionIB
2%
Honeywell
2%
Philips
2%
Rockwel
Automatio
Technologi
2%
n
Ho
Strong Force 
Intellectual 
Capital
2%
GE Prec
LLC All Rights Re
IBM
7%
l 
on 
ies
PTC
2%
nChain 
oldings
2%
Ascon 
Systems
1%
Be
Sy
ision Healthcare
1%
HC1
I
1
eserved http://ww
Johnson Con
Technolog
10%
entley 
stems
1%
1com 
Inc
1%
Incucomm 
1%
Microsoft
1%
Sch
Ele
Digital T
ww.techipm.com
ntrols 
gy
Inc
neider 
ectric
1% SwimIt Inc
1%
Twin Health Inc
1%
Waygate Te
1%
Twin Patent  A
/ 
Siem
13
echnologies
%
Wenzhou 
University
1%
Assignee Land
Othe
21%
mens
3%
dscape 3Q 20
ers
%
Gen
021
neral Electric
19%
2 
3 
 
©2021 TechIPm, LLC All Rights Reserved http://www.techipm.com/ 
 
Following figure shows the digital twin patent application landscape with respect to the key technology innovation
field. As shown in the figure, Industrial Asset Management is the most innovated digital twin technology followed
by Digital Twin Management, Building Management System (BMS), Human Digital Twin,
Transportation/Vehicular Applications, Augmented Reality (AR) Applications, Equipment/Tool/Machine
Management, Industrial Automation/Process Control System, Automated Manufacturing/Assembly System,
Product Digital Twin, Additive Manufacturing Applications, Computing Facility Management, Cyber Security
Applications, Built Infrastructure Model (BIM), Cyber-Physical System Management, Medical,
Equipment Management, Physical Environment Digital Twin, Robot Control System, Supply Chain Process Flow
Management, Virtual Computing Device/Infrastructure, Electric Power System Management, Commissioning
Management System, Construction Project Management, Flight Management System (FMS), Industrial Production
Process Management, Monitoring System Applications, Power-Thermal Management System (PTMS), and Virtual
AI Development Environment.
4 
 
©2021 TechIPm, LLC All Rights Reserved http://www.techipm.com/ 
 
Industrial Asset Management
18%
Digital Twin Management
15%
Building Management 
System (BMS)
14%
Human Digital Twin
9%
Transportation/Vehicular 
Applications
7%
Augmented Reality 
(AR) Applications
5%
Equipment/Tool/Machine 
Management
5% Industrial 
Automation/Process 
Control System
4%
Automated 
Manufacturing/Assembly 
System
3%
Product 
Digital Twin
3%
Additive 
Manufacturing 
Applications
2%
Computing Facility 
Management
2%
Cyber Security 
Applications
2%
Built 
Infrastructure 
Model (BIM)
1%
Cyber‐Physical System 
Management
1%
Medical 
Equipment Management
1%
Physical 
Environment 
Digital Twin
1%
Robot 
Control 
System
1%
Supply Chain Process Flow 
Management
1%
Virtual Computing 
Device/Infrastructure
1%
Electric Power 
System Management
1%
Commissioning Management 
System
1%
Construction Project 
Management
1%
Flight Management System 
(FMS)
1%
Industrial Production Process 
Management
1%
Monitoring System 
Applications
1%
Power‐Thermal Management 
System (PTMS)
1%
Virtual AI Development 
Environment
1%
Other
7%
Digital Twin Technology Landscape
 
©
 
A
e
i
t
t
©2021 TechIPm, 
A patent coun
evolution of t
innovation gro
the publicatio
technology in
LLC All Rights Re
nting for grow
echnology inn
owth trends. S
on date by arou
nnovation activ
Number
of
Patent
Applications
eserved http://ww
wth in patentin
novation. Foll
Since there is
und two years
vity is in peak
0
10
20
30
40
50
60
70
2014
Number
of
Patent
Applications
ww.techipm.com
ng over a perio
lowing patent
usually a tim
s, the patent a
k around 2019
2015
2016
/ 
od of times ca
t application a
me lag between
application act
9 and a slow g
2017
2018
Priority Year
an be a good m
activity chart
n the initial ap
tivity chart in
growth stage.
2019
2020
measuring too
shows the dig
pplication date
ndicates that th
2021
ol for monitor
gital twin tech
e (priority yea
he digital twin
5 
ring the
hnology
ar) and
n
6 
 
©2021 TechIPm, LLC All Rights Reserved http://www.techipm.com/ 
 
Following figure compares the digital twin technology innovation landscape of General Electric and Siemens.
7 
 
©2021 TechIPm, LLC All Rights Reserved http://www.techipm.com/ 
 

More Related Content

What's hot

Trends in IoT 2017
Trends in IoT 2017Trends in IoT 2017
Trends in IoT 2017
Dr Ganesh Iyer
 
Metaverse based ESG Digital Transformation for Accelerating Sustainability We...
Metaverse based ESG Digital Transformation for Accelerating Sustainability We...Metaverse based ESG Digital Transformation for Accelerating Sustainability We...
Metaverse based ESG Digital Transformation for Accelerating Sustainability We...
Alex G. Lee, Ph.D. Esq. CLP
 
AI and Blockchain Applications for Patents
AI and Blockchain Applications for PatentsAI and Blockchain Applications for Patents
AI and Blockchain Applications for Patents
Alex G. Lee, Ph.D. Esq. CLP
 
Internet of Things
Internet of ThingsInternet of Things
Internet of Things
Prof. Erwin Globio
 
Internet of Things Corporate Presentation
Internet of Things Corporate PresentationInternet of Things Corporate Presentation
Internet of Things Corporate Presentation
MomentumPR
 
The Internet Of Things
The Internet Of ThingsThe Internet Of Things
The Internet Of Things
Gen Re
 
IOT Demystified
IOT DemystifiedIOT Demystified
IOT Demystified
Kjell Moens
 
Why the Internet of Things needs AI & interoperability to succeed
Why the Internet of Things needs AI & interoperability to succeedWhy the Internet of Things needs AI & interoperability to succeed
Why the Internet of Things needs AI & interoperability to succeed
Nuance Communications
 
IoT
IoT  IoT
IoT Technology Tutorial | IoT Technology Stack | IoT Project Hands-On | Edureka
IoT Technology Tutorial | IoT Technology Stack | IoT Project Hands-On | EdurekaIoT Technology Tutorial | IoT Technology Stack | IoT Project Hands-On | Edureka
IoT Technology Tutorial | IoT Technology Stack | IoT Project Hands-On | Edureka
Edureka!
 
Upcoming trends in Internet of Things (IoT)
Upcoming trends in Internet of Things (IoT)Upcoming trends in Internet of Things (IoT)
Upcoming trends in Internet of Things (IoT)
SatyaKVivek
 
Data Value Creation in the Industrial IoT
Data Value Creation in the Industrial IoTData Value Creation in the Industrial IoT
Data Value Creation in the Industrial IoT
Semyon Teplisky
 
Internet of things
Internet of thingsInternet of things
Internet of things
mmaslo
 
Evolution of Internet of Things (IoT) Ecosystem - Potential in India
Evolution of Internet of Things (IoT) Ecosystem - Potential in IndiaEvolution of Internet of Things (IoT) Ecosystem - Potential in India
Evolution of Internet of Things (IoT) Ecosystem - Potential in India
Jayanth Kolla
 
Industrial Internet of Things (IIOT)
Industrial Internet of Things (IIOT)Industrial Internet of Things (IIOT)
Industrial Internet of Things (IIOT)
Ikbal Ahmed
 
IoT
IoTIoT
IoT
Mphasis
 
The top 10 strategic technology trends for 2019.
The top 10 strategic technology trends for 2019.The top 10 strategic technology trends for 2019.
The top 10 strategic technology trends for 2019.
Paulo Ratinecas
 
IoT Startups Innovation Insights from Patents: Part I. Quantitative Analysis
IoT Startups Innovation Insights from Patents: Part I. Quantitative AnalysisIoT Startups Innovation Insights from Patents: Part I. Quantitative Analysis
IoT Startups Innovation Insights from Patents: Part I. Quantitative Analysis
Alex G. Lee, Ph.D. Esq. CLP
 
IDC FutureScape : Worldwide Internet of Things 2017 Predictions.
IDC FutureScape : Worldwide Internet of Things 2017 Predictions.IDC FutureScape : Worldwide Internet of Things 2017 Predictions.
IDC FutureScape : Worldwide Internet of Things 2017 Predictions.
Dean Bonehill ♠Technology for Business♠
 
Iot visualise-the-impact-aralık2016
Iot visualise-the-impact-aralık2016Iot visualise-the-impact-aralık2016
Iot visualise-the-impact-aralık2016
Mustafa Kuğu
 

What's hot (20)

Trends in IoT 2017
Trends in IoT 2017Trends in IoT 2017
Trends in IoT 2017
 
Metaverse based ESG Digital Transformation for Accelerating Sustainability We...
Metaverse based ESG Digital Transformation for Accelerating Sustainability We...Metaverse based ESG Digital Transformation for Accelerating Sustainability We...
Metaverse based ESG Digital Transformation for Accelerating Sustainability We...
 
AI and Blockchain Applications for Patents
AI and Blockchain Applications for PatentsAI and Blockchain Applications for Patents
AI and Blockchain Applications for Patents
 
Internet of Things
Internet of ThingsInternet of Things
Internet of Things
 
Internet of Things Corporate Presentation
Internet of Things Corporate PresentationInternet of Things Corporate Presentation
Internet of Things Corporate Presentation
 
The Internet Of Things
The Internet Of ThingsThe Internet Of Things
The Internet Of Things
 
IOT Demystified
IOT DemystifiedIOT Demystified
IOT Demystified
 
Why the Internet of Things needs AI & interoperability to succeed
Why the Internet of Things needs AI & interoperability to succeedWhy the Internet of Things needs AI & interoperability to succeed
Why the Internet of Things needs AI & interoperability to succeed
 
IoT
IoT  IoT
IoT
 
IoT Technology Tutorial | IoT Technology Stack | IoT Project Hands-On | Edureka
IoT Technology Tutorial | IoT Technology Stack | IoT Project Hands-On | EdurekaIoT Technology Tutorial | IoT Technology Stack | IoT Project Hands-On | Edureka
IoT Technology Tutorial | IoT Technology Stack | IoT Project Hands-On | Edureka
 
Upcoming trends in Internet of Things (IoT)
Upcoming trends in Internet of Things (IoT)Upcoming trends in Internet of Things (IoT)
Upcoming trends in Internet of Things (IoT)
 
Data Value Creation in the Industrial IoT
Data Value Creation in the Industrial IoTData Value Creation in the Industrial IoT
Data Value Creation in the Industrial IoT
 
Internet of things
Internet of thingsInternet of things
Internet of things
 
Evolution of Internet of Things (IoT) Ecosystem - Potential in India
Evolution of Internet of Things (IoT) Ecosystem - Potential in IndiaEvolution of Internet of Things (IoT) Ecosystem - Potential in India
Evolution of Internet of Things (IoT) Ecosystem - Potential in India
 
Industrial Internet of Things (IIOT)
Industrial Internet of Things (IIOT)Industrial Internet of Things (IIOT)
Industrial Internet of Things (IIOT)
 
IoT
IoTIoT
IoT
 
The top 10 strategic technology trends for 2019.
The top 10 strategic technology trends for 2019.The top 10 strategic technology trends for 2019.
The top 10 strategic technology trends for 2019.
 
IoT Startups Innovation Insights from Patents: Part I. Quantitative Analysis
IoT Startups Innovation Insights from Patents: Part I. Quantitative AnalysisIoT Startups Innovation Insights from Patents: Part I. Quantitative Analysis
IoT Startups Innovation Insights from Patents: Part I. Quantitative Analysis
 
IDC FutureScape : Worldwide Internet of Things 2017 Predictions.
IDC FutureScape : Worldwide Internet of Things 2017 Predictions.IDC FutureScape : Worldwide Internet of Things 2017 Predictions.
IDC FutureScape : Worldwide Internet of Things 2017 Predictions.
 
Iot visualise-the-impact-aralık2016
Iot visualise-the-impact-aralık2016Iot visualise-the-impact-aralık2016
Iot visualise-the-impact-aralık2016
 

Similar to Digital Twin Innovation Insights from Patents

AI Blockchain IoT Convergence for ESG Digital Transformation Insights from Pa...
AI Blockchain IoT Convergence for ESG Digital Transformation Insights from Pa...AI Blockchain IoT Convergence for ESG Digital Transformation Insights from Pa...
AI Blockchain IoT Convergence for ESG Digital Transformation Insights from Pa...
Alex G. Lee, Ph.D. Esq. CLP
 
AI, Blockchain, IoT Convergence Use Case System Implementation Insights from ...
AI, Blockchain, IoT Convergence Use Case System Implementation Insights from ...AI, Blockchain, IoT Convergence Use Case System Implementation Insights from ...
AI, Blockchain, IoT Convergence Use Case System Implementation Insights from ...
Alex G. Lee, Ph.D. Esq. CLP
 
AI, Blockchain, IoT Convergence Insights from Patents
AI, Blockchain, IoT Convergence Insights from PatentsAI, Blockchain, IoT Convergence Insights from Patents
AI, Blockchain, IoT Convergence Insights from Patents
Alex G. Lee, Ph.D. Esq. CLP
 
AI+Blockchain+IoT Integration Innovation Insights from Patents
AI+Blockchain+IoT Integration Innovation Insights from PatentsAI+Blockchain+IoT Integration Innovation Insights from Patents
AI+Blockchain+IoT Integration Innovation Insights from Patents
Alex G. Lee, Ph.D. Esq. CLP
 
The Most Definitive guide to Industrial IoT Implementation
The Most Definitive guide to Industrial IoT ImplementationThe Most Definitive guide to Industrial IoT Implementation
The Most Definitive guide to Industrial IoT Implementation
Aditya Basu
 
Internet of Things (IoT) Strategic Patent Development and Monetization for Ne...
Internet of Things (IoT) Strategic Patent Development and Monetization for Ne...Internet of Things (IoT) Strategic Patent Development and Monetization for Ne...
Internet of Things (IoT) Strategic Patent Development and Monetization for Ne...
Alex G. Lee, Ph.D. Esq. CLP
 
Internet of Things (IoT) Strategic Patent Development 1Q 2016
Internet of Things (IoT) Strategic Patent Development 1Q 2016Internet of Things (IoT) Strategic Patent Development 1Q 2016
Internet of Things (IoT) Strategic Patent Development 1Q 2016
Alex G. Lee, Ph.D. Esq. CLP
 
Internet of Things (IoT) Patent Landscape and Innovation Leadership 4Q 2015
Internet of Things (IoT) Patent Landscape and Innovation Leadership 4Q 2015Internet of Things (IoT) Patent Landscape and Innovation Leadership 4Q 2015
Internet of Things (IoT) Patent Landscape and Innovation Leadership 4Q 2015
Alex G. Lee, Ph.D. Esq. CLP
 
Internet of Things (IoT) Patent Landscape and Innovation Leadership 4Q 2015
Internet of Things (IoT) Patent Landscape and Innovation Leadership 4Q 2015Internet of Things (IoT) Patent Landscape and Innovation Leadership 4Q 2015
Internet of Things (IoT) Patent Landscape and Innovation Leadership 4Q 2015
Alex G. Lee, Ph.D. Esq. CLP
 
2015 11-03 - ibm overview for electronics manufacturing services thorsten sch...
2015 11-03 - ibm overview for electronics manufacturing services thorsten sch...2015 11-03 - ibm overview for electronics manufacturing services thorsten sch...
2015 11-03 - ibm overview for electronics manufacturing services thorsten sch...
Thorsten Schroeer
 
EB corbos and the L4Re microhypervisor: Open-source automotive safety
EB corbos and the L4Re microhypervisor: Open-source automotive safetyEB corbos and the L4Re microhypervisor: Open-source automotive safety
EB corbos and the L4Re microhypervisor: Open-source automotive safety
Alexander Much
 
Industrial engineering 4.0
Industrial engineering 4.0Industrial engineering 4.0
Industrial engineering 4.0
Pramod kathamore
 
Middle East IoT Workshop
Middle East IoT WorkshopMiddle East IoT Workshop
Middle East IoT Workshop
Haider Iqbal
 
Internet of Things (IoT) Strategic Patent Development 4Q 2015
Internet of Things (IoT) Strategic Patent Development 4Q 2015Internet of Things (IoT) Strategic Patent Development 4Q 2015
Internet of Things (IoT) Strategic Patent Development 4Q 2015
Alex G. Lee, Ph.D. Esq. CLP
 
The Internet of Things in Massachusetts Event Photos of Technology State Hous...
The Internet of Things in Massachusetts Event Photos of Technology State Hous...The Internet of Things in Massachusetts Event Photos of Technology State Hous...
The Internet of Things in Massachusetts Event Photos of Technology State Hous...
Alex G. Lee, Ph.D. Esq. CLP
 
OT - How IoT will Impact Future B2B and Global Supply Chains - SS14
OT - How IoT will Impact Future B2B and Global Supply Chains - SS14OT - How IoT will Impact Future B2B and Global Supply Chains - SS14
OT - How IoT will Impact Future B2B and Global Supply Chains - SS14
Mark Morley, MBA
 
e-Manufacturing; before and after
e-Manufacturing; before and aftere-Manufacturing; before and after
e-Manufacturing; before and after
S.K. Cha of ACS in Korea
 
The 10 Biggest Future Trends In Manufacturing
The 10 Biggest Future Trends In Manufacturing The 10 Biggest Future Trends In Manufacturing
The 10 Biggest Future Trends In Manufacturing
Bernard Marr
 
DII p1
DII p1DII p1
DII p1
VitaKrasulya
 
Ey semiconductor-supplies-hitting-vehicle-sales
Ey semiconductor-supplies-hitting-vehicle-salesEy semiconductor-supplies-hitting-vehicle-sales
Ey semiconductor-supplies-hitting-vehicle-sales
EYIndia1
 

Similar to Digital Twin Innovation Insights from Patents (20)

AI Blockchain IoT Convergence for ESG Digital Transformation Insights from Pa...
AI Blockchain IoT Convergence for ESG Digital Transformation Insights from Pa...AI Blockchain IoT Convergence for ESG Digital Transformation Insights from Pa...
AI Blockchain IoT Convergence for ESG Digital Transformation Insights from Pa...
 
AI, Blockchain, IoT Convergence Use Case System Implementation Insights from ...
AI, Blockchain, IoT Convergence Use Case System Implementation Insights from ...AI, Blockchain, IoT Convergence Use Case System Implementation Insights from ...
AI, Blockchain, IoT Convergence Use Case System Implementation Insights from ...
 
AI, Blockchain, IoT Convergence Insights from Patents
AI, Blockchain, IoT Convergence Insights from PatentsAI, Blockchain, IoT Convergence Insights from Patents
AI, Blockchain, IoT Convergence Insights from Patents
 
AI+Blockchain+IoT Integration Innovation Insights from Patents
AI+Blockchain+IoT Integration Innovation Insights from PatentsAI+Blockchain+IoT Integration Innovation Insights from Patents
AI+Blockchain+IoT Integration Innovation Insights from Patents
 
The Most Definitive guide to Industrial IoT Implementation
The Most Definitive guide to Industrial IoT ImplementationThe Most Definitive guide to Industrial IoT Implementation
The Most Definitive guide to Industrial IoT Implementation
 
Internet of Things (IoT) Strategic Patent Development and Monetization for Ne...
Internet of Things (IoT) Strategic Patent Development and Monetization for Ne...Internet of Things (IoT) Strategic Patent Development and Monetization for Ne...
Internet of Things (IoT) Strategic Patent Development and Monetization for Ne...
 
Internet of Things (IoT) Strategic Patent Development 1Q 2016
Internet of Things (IoT) Strategic Patent Development 1Q 2016Internet of Things (IoT) Strategic Patent Development 1Q 2016
Internet of Things (IoT) Strategic Patent Development 1Q 2016
 
Internet of Things (IoT) Patent Landscape and Innovation Leadership 4Q 2015
Internet of Things (IoT) Patent Landscape and Innovation Leadership 4Q 2015Internet of Things (IoT) Patent Landscape and Innovation Leadership 4Q 2015
Internet of Things (IoT) Patent Landscape and Innovation Leadership 4Q 2015
 
Internet of Things (IoT) Patent Landscape and Innovation Leadership 4Q 2015
Internet of Things (IoT) Patent Landscape and Innovation Leadership 4Q 2015Internet of Things (IoT) Patent Landscape and Innovation Leadership 4Q 2015
Internet of Things (IoT) Patent Landscape and Innovation Leadership 4Q 2015
 
2015 11-03 - ibm overview for electronics manufacturing services thorsten sch...
2015 11-03 - ibm overview for electronics manufacturing services thorsten sch...2015 11-03 - ibm overview for electronics manufacturing services thorsten sch...
2015 11-03 - ibm overview for electronics manufacturing services thorsten sch...
 
EB corbos and the L4Re microhypervisor: Open-source automotive safety
EB corbos and the L4Re microhypervisor: Open-source automotive safetyEB corbos and the L4Re microhypervisor: Open-source automotive safety
EB corbos and the L4Re microhypervisor: Open-source automotive safety
 
Industrial engineering 4.0
Industrial engineering 4.0Industrial engineering 4.0
Industrial engineering 4.0
 
Middle East IoT Workshop
Middle East IoT WorkshopMiddle East IoT Workshop
Middle East IoT Workshop
 
Internet of Things (IoT) Strategic Patent Development 4Q 2015
Internet of Things (IoT) Strategic Patent Development 4Q 2015Internet of Things (IoT) Strategic Patent Development 4Q 2015
Internet of Things (IoT) Strategic Patent Development 4Q 2015
 
The Internet of Things in Massachusetts Event Photos of Technology State Hous...
The Internet of Things in Massachusetts Event Photos of Technology State Hous...The Internet of Things in Massachusetts Event Photos of Technology State Hous...
The Internet of Things in Massachusetts Event Photos of Technology State Hous...
 
OT - How IoT will Impact Future B2B and Global Supply Chains - SS14
OT - How IoT will Impact Future B2B and Global Supply Chains - SS14OT - How IoT will Impact Future B2B and Global Supply Chains - SS14
OT - How IoT will Impact Future B2B and Global Supply Chains - SS14
 
e-Manufacturing; before and after
e-Manufacturing; before and aftere-Manufacturing; before and after
e-Manufacturing; before and after
 
The 10 Biggest Future Trends In Manufacturing
The 10 Biggest Future Trends In Manufacturing The 10 Biggest Future Trends In Manufacturing
The 10 Biggest Future Trends In Manufacturing
 
DII p1
DII p1DII p1
DII p1
 
Ey semiconductor-supplies-hitting-vehicle-sales
Ey semiconductor-supplies-hitting-vehicle-salesEy semiconductor-supplies-hitting-vehicle-sales
Ey semiconductor-supplies-hitting-vehicle-sales
 

More from Alex G. Lee, Ph.D. Esq. CLP

[Presentation] Webinar on Patent Management and Patent Asset STO in the ChatG...
[Presentation] Webinar on Patent Management and Patent Asset STO in the ChatG...[Presentation] Webinar on Patent Management and Patent Asset STO in the ChatG...
[Presentation] Webinar on Patent Management and Patent Asset STO in the ChatG...
Alex G. Lee, Ph.D. Esq. CLP
 
Metaverse x AI x Web3 x Sustainability Convergence
Metaverse x AI x  Web3 x Sustainability ConvergenceMetaverse x AI x  Web3 x Sustainability Convergence
Metaverse x AI x Web3 x Sustainability Convergence
Alex G. Lee, Ph.D. Esq. CLP
 
Tokenization, Securitization, Monetization of Real-World Assets
Tokenization, Securitization, Monetization of Real-World AssetsTokenization, Securitization, Monetization of Real-World Assets
Tokenization, Securitization, Monetization of Real-World Assets
Alex G. Lee, Ph.D. Esq. CLP
 
Maximizing Innovation through ChatGPT Powered Patent Analysis
Maximizing Innovation through ChatGPT Powered Patent AnalysisMaximizing Innovation through ChatGPT Powered Patent Analysis
Maximizing Innovation through ChatGPT Powered Patent Analysis
Alex G. Lee, Ph.D. Esq. CLP
 
Maximizing AI Business Value Creation Utilizing Patents
Maximizing AI Business Value Creation Utilizing PatentsMaximizing AI Business Value Creation Utilizing Patents
Maximizing AI Business Value Creation Utilizing Patents
Alex G. Lee, Ph.D. Esq. CLP
 
Real-World Assets STO + Institutional DeFi Integration
Real-World Assets STO + Institutional DeFi IntegrationReal-World Assets STO + Institutional DeFi Integration
Real-World Assets STO + Institutional DeFi Integration
Alex G. Lee, Ph.D. Esq. CLP
 
Metaverse x Web3 Interoperability Overview
Metaverse x Web3 Interoperability OverviewMetaverse x Web3 Interoperability Overview
Metaverse x Web3 Interoperability Overview
Alex G. Lee, Ph.D. Esq. CLP
 
AI for Metaverse x Web3 Overview
AI for Metaverse x Web3 OverviewAI for Metaverse x Web3 Overview
AI for Metaverse x Web3 Overview
Alex G. Lee, Ph.D. Esq. CLP
 
NFT Web3 Metaverse Global Leaders Roundtable
NFT Web3 Metaverse Global Leaders RoundtableNFT Web3 Metaverse Global Leaders Roundtable
NFT Web3 Metaverse Global Leaders Roundtable
Alex G. Lee, Ph.D. Esq. CLP
 
Fame Universe Introduction
Fame Universe IntroductionFame Universe Introduction
Fame Universe Introduction
Alex G. Lee, Ph.D. Esq. CLP
 
Metaverse Fashion Overview
Metaverse Fashion OverviewMetaverse Fashion Overview
Metaverse Fashion Overview
Alex G. Lee, Ph.D. Esq. CLP
 
Global Metaverse Fashion Innovators Roadshow
Global Metaverse Fashion Innovators RoadshowGlobal Metaverse Fashion Innovators Roadshow
Global Metaverse Fashion Innovators Roadshow
Alex G. Lee, Ph.D. Esq. CLP
 
NFT Financialization Overview
NFT Financialization OverviewNFT Financialization Overview
NFT Financialization Overview
Alex G. Lee, Ph.D. Esq. CLP
 
Metaverse & Web3 Technology Innovation & Business Development
Metaverse & Web3 Technology Innovation & Business DevelopmentMetaverse & Web3 Technology Innovation & Business Development
Metaverse & Web3 Technology Innovation & Business Development
Alex G. Lee, Ph.D. Esq. CLP
 
NFT Monetization Innovation Webinar
NFT Monetization Innovation WebinarNFT Monetization Innovation Webinar
NFT Monetization Innovation Webinar
Alex G. Lee, Ph.D. Esq. CLP
 
웹3.0기반 메타버스 응용을 위한 NFT 가치개발과 가치평가 특강
웹3.0기반 메타버스 응용을 위한 NFT 가치개발과 가치평가 특강웹3.0기반 메타버스 응용을 위한 NFT 가치개발과 가치평가 특강
웹3.0기반 메타버스 응용을 위한 NFT 가치개발과 가치평가 특강
Alex G. Lee, Ph.D. Esq. CLP
 
NFT for Web3 Based Metaverse Monetization Webinar.pdf
NFT for Web3 Based Metaverse Monetization Webinar.pdfNFT for Web3 Based Metaverse Monetization Webinar.pdf
NFT for Web3 Based Metaverse Monetization Webinar.pdf
Alex G. Lee, Ph.D. Esq. CLP
 
FAME UNIVERSE Fashion NFT Monetization Platform Introduction
FAME UNIVERSE Fashion NFT Monetization Platform IntroductionFAME UNIVERSE Fashion NFT Monetization Platform Introduction
FAME UNIVERSE Fashion NFT Monetization Platform Introduction
Alex G. Lee, Ph.D. Esq. CLP
 
NAVIGATING THE METAVERSE (Wiley) One Page Book Summary
NAVIGATING THE METAVERSE (Wiley)  One Page Book SummaryNAVIGATING THE METAVERSE (Wiley)  One Page Book Summary
NAVIGATING THE METAVERSE (Wiley) One Page Book Summary
Alex G. Lee, Ph.D. Esq. CLP
 
FAME Universe Introduction
FAME Universe IntroductionFAME Universe Introduction
FAME Universe Introduction
Alex G. Lee, Ph.D. Esq. CLP
 

More from Alex G. Lee, Ph.D. Esq. CLP (20)

[Presentation] Webinar on Patent Management and Patent Asset STO in the ChatG...
[Presentation] Webinar on Patent Management and Patent Asset STO in the ChatG...[Presentation] Webinar on Patent Management and Patent Asset STO in the ChatG...
[Presentation] Webinar on Patent Management and Patent Asset STO in the ChatG...
 
Metaverse x AI x Web3 x Sustainability Convergence
Metaverse x AI x  Web3 x Sustainability ConvergenceMetaverse x AI x  Web3 x Sustainability Convergence
Metaverse x AI x Web3 x Sustainability Convergence
 
Tokenization, Securitization, Monetization of Real-World Assets
Tokenization, Securitization, Monetization of Real-World AssetsTokenization, Securitization, Monetization of Real-World Assets
Tokenization, Securitization, Monetization of Real-World Assets
 
Maximizing Innovation through ChatGPT Powered Patent Analysis
Maximizing Innovation through ChatGPT Powered Patent AnalysisMaximizing Innovation through ChatGPT Powered Patent Analysis
Maximizing Innovation through ChatGPT Powered Patent Analysis
 
Maximizing AI Business Value Creation Utilizing Patents
Maximizing AI Business Value Creation Utilizing PatentsMaximizing AI Business Value Creation Utilizing Patents
Maximizing AI Business Value Creation Utilizing Patents
 
Real-World Assets STO + Institutional DeFi Integration
Real-World Assets STO + Institutional DeFi IntegrationReal-World Assets STO + Institutional DeFi Integration
Real-World Assets STO + Institutional DeFi Integration
 
Metaverse x Web3 Interoperability Overview
Metaverse x Web3 Interoperability OverviewMetaverse x Web3 Interoperability Overview
Metaverse x Web3 Interoperability Overview
 
AI for Metaverse x Web3 Overview
AI for Metaverse x Web3 OverviewAI for Metaverse x Web3 Overview
AI for Metaverse x Web3 Overview
 
NFT Web3 Metaverse Global Leaders Roundtable
NFT Web3 Metaverse Global Leaders RoundtableNFT Web3 Metaverse Global Leaders Roundtable
NFT Web3 Metaverse Global Leaders Roundtable
 
Fame Universe Introduction
Fame Universe IntroductionFame Universe Introduction
Fame Universe Introduction
 
Metaverse Fashion Overview
Metaverse Fashion OverviewMetaverse Fashion Overview
Metaverse Fashion Overview
 
Global Metaverse Fashion Innovators Roadshow
Global Metaverse Fashion Innovators RoadshowGlobal Metaverse Fashion Innovators Roadshow
Global Metaverse Fashion Innovators Roadshow
 
NFT Financialization Overview
NFT Financialization OverviewNFT Financialization Overview
NFT Financialization Overview
 
Metaverse & Web3 Technology Innovation & Business Development
Metaverse & Web3 Technology Innovation & Business DevelopmentMetaverse & Web3 Technology Innovation & Business Development
Metaverse & Web3 Technology Innovation & Business Development
 
NFT Monetization Innovation Webinar
NFT Monetization Innovation WebinarNFT Monetization Innovation Webinar
NFT Monetization Innovation Webinar
 
웹3.0기반 메타버스 응용을 위한 NFT 가치개발과 가치평가 특강
웹3.0기반 메타버스 응용을 위한 NFT 가치개발과 가치평가 특강웹3.0기반 메타버스 응용을 위한 NFT 가치개발과 가치평가 특강
웹3.0기반 메타버스 응용을 위한 NFT 가치개발과 가치평가 특강
 
NFT for Web3 Based Metaverse Monetization Webinar.pdf
NFT for Web3 Based Metaverse Monetization Webinar.pdfNFT for Web3 Based Metaverse Monetization Webinar.pdf
NFT for Web3 Based Metaverse Monetization Webinar.pdf
 
FAME UNIVERSE Fashion NFT Monetization Platform Introduction
FAME UNIVERSE Fashion NFT Monetization Platform IntroductionFAME UNIVERSE Fashion NFT Monetization Platform Introduction
FAME UNIVERSE Fashion NFT Monetization Platform Introduction
 
NAVIGATING THE METAVERSE (Wiley) One Page Book Summary
NAVIGATING THE METAVERSE (Wiley)  One Page Book SummaryNAVIGATING THE METAVERSE (Wiley)  One Page Book Summary
NAVIGATING THE METAVERSE (Wiley) One Page Book Summary
 
FAME Universe Introduction
FAME Universe IntroductionFAME Universe Introduction
FAME Universe Introduction
 

Recently uploaded

zkStudyClub - LatticeFold: A Lattice-based Folding Scheme and its Application...
zkStudyClub - LatticeFold: A Lattice-based Folding Scheme and its Application...zkStudyClub - LatticeFold: A Lattice-based Folding Scheme and its Application...
zkStudyClub - LatticeFold: A Lattice-based Folding Scheme and its Application...
Alex Pruden
 
Skybuffer AI: Advanced Conversational and Generative AI Solution on SAP Busin...
Skybuffer AI: Advanced Conversational and Generative AI Solution on SAP Busin...Skybuffer AI: Advanced Conversational and Generative AI Solution on SAP Busin...
Skybuffer AI: Advanced Conversational and Generative AI Solution on SAP Busin...
Tatiana Kojar
 
Monitoring and Managing Anomaly Detection on OpenShift.pdf
Monitoring and Managing Anomaly Detection on OpenShift.pdfMonitoring and Managing Anomaly Detection on OpenShift.pdf
Monitoring and Managing Anomaly Detection on OpenShift.pdf
Tosin Akinosho
 
Public CyberSecurity Awareness Presentation 2024.pptx
Public CyberSecurity Awareness Presentation 2024.pptxPublic CyberSecurity Awareness Presentation 2024.pptx
Public CyberSecurity Awareness Presentation 2024.pptx
marufrahmanstratejm
 
Choosing The Best AWS Service For Your Website + API.pptx
Choosing The Best AWS Service For Your Website + API.pptxChoosing The Best AWS Service For Your Website + API.pptx
Choosing The Best AWS Service For Your Website + API.pptx
Brandon Minnick, MBA
 
SAP S/4 HANA sourcing and procurement to Public cloud
SAP S/4 HANA sourcing and procurement to Public cloudSAP S/4 HANA sourcing and procurement to Public cloud
SAP S/4 HANA sourcing and procurement to Public cloud
maazsz111
 
TrustArc Webinar - 2024 Global Privacy Survey
TrustArc Webinar - 2024 Global Privacy SurveyTrustArc Webinar - 2024 Global Privacy Survey
TrustArc Webinar - 2024 Global Privacy Survey
TrustArc
 
JavaLand 2024: Application Development Green Masterplan
JavaLand 2024: Application Development Green MasterplanJavaLand 2024: Application Development Green Masterplan
JavaLand 2024: Application Development Green Masterplan
Miro Wengner
 
Freshworks Rethinks NoSQL for Rapid Scaling & Cost-Efficiency
Freshworks Rethinks NoSQL for Rapid Scaling & Cost-EfficiencyFreshworks Rethinks NoSQL for Rapid Scaling & Cost-Efficiency
Freshworks Rethinks NoSQL for Rapid Scaling & Cost-Efficiency
ScyllaDB
 
Best 20 SEO Techniques To Improve Website Visibility In SERP
Best 20 SEO Techniques To Improve Website Visibility In SERPBest 20 SEO Techniques To Improve Website Visibility In SERP
Best 20 SEO Techniques To Improve Website Visibility In SERP
Pixlogix Infotech
 
Trusted Execution Environment for Decentralized Process Mining
Trusted Execution Environment for Decentralized Process MiningTrusted Execution Environment for Decentralized Process Mining
Trusted Execution Environment for Decentralized Process Mining
LucaBarbaro3
 
dbms calicut university B. sc Cs 4th sem.pdf
dbms  calicut university B. sc Cs 4th sem.pdfdbms  calicut university B. sc Cs 4th sem.pdf
dbms calicut university B. sc Cs 4th sem.pdf
Shinana2
 
HCL Notes und Domino Lizenzkostenreduzierung in der Welt von DLAU
HCL Notes und Domino Lizenzkostenreduzierung in der Welt von DLAUHCL Notes und Domino Lizenzkostenreduzierung in der Welt von DLAU
HCL Notes und Domino Lizenzkostenreduzierung in der Welt von DLAU
panagenda
 
Dandelion Hashtable: beyond billion requests per second on a commodity server
Dandelion Hashtable: beyond billion requests per second on a commodity serverDandelion Hashtable: beyond billion requests per second on a commodity server
Dandelion Hashtable: beyond billion requests per second on a commodity server
Antonios Katsarakis
 
GNSS spoofing via SDR (Criptored Talks 2024)
GNSS spoofing via SDR (Criptored Talks 2024)GNSS spoofing via SDR (Criptored Talks 2024)
GNSS spoofing via SDR (Criptored Talks 2024)
Javier Junquera
 
Driving Business Innovation: Latest Generative AI Advancements & Success Story
Driving Business Innovation: Latest Generative AI Advancements & Success StoryDriving Business Innovation: Latest Generative AI Advancements & Success Story
Driving Business Innovation: Latest Generative AI Advancements & Success Story
Safe Software
 
Your One-Stop Shop for Python Success: Top 10 US Python Development Providers
Your One-Stop Shop for Python Success: Top 10 US Python Development ProvidersYour One-Stop Shop for Python Success: Top 10 US Python Development Providers
Your One-Stop Shop for Python Success: Top 10 US Python Development Providers
akankshawande
 
Programming Foundation Models with DSPy - Meetup Slides
Programming Foundation Models with DSPy - Meetup SlidesProgramming Foundation Models with DSPy - Meetup Slides
Programming Foundation Models with DSPy - Meetup Slides
Zilliz
 
System Design Case Study: Building a Scalable E-Commerce Platform - Hiike
System Design Case Study: Building a Scalable E-Commerce Platform - HiikeSystem Design Case Study: Building a Scalable E-Commerce Platform - Hiike
System Design Case Study: Building a Scalable E-Commerce Platform - Hiike
Hiike
 
AWS Cloud Cost Optimization Presentation.pptx
AWS Cloud Cost Optimization Presentation.pptxAWS Cloud Cost Optimization Presentation.pptx
AWS Cloud Cost Optimization Presentation.pptx
HarisZaheer8
 

Recently uploaded (20)

zkStudyClub - LatticeFold: A Lattice-based Folding Scheme and its Application...
zkStudyClub - LatticeFold: A Lattice-based Folding Scheme and its Application...zkStudyClub - LatticeFold: A Lattice-based Folding Scheme and its Application...
zkStudyClub - LatticeFold: A Lattice-based Folding Scheme and its Application...
 
Skybuffer AI: Advanced Conversational and Generative AI Solution on SAP Busin...
Skybuffer AI: Advanced Conversational and Generative AI Solution on SAP Busin...Skybuffer AI: Advanced Conversational and Generative AI Solution on SAP Busin...
Skybuffer AI: Advanced Conversational and Generative AI Solution on SAP Busin...
 
Monitoring and Managing Anomaly Detection on OpenShift.pdf
Monitoring and Managing Anomaly Detection on OpenShift.pdfMonitoring and Managing Anomaly Detection on OpenShift.pdf
Monitoring and Managing Anomaly Detection on OpenShift.pdf
 
Public CyberSecurity Awareness Presentation 2024.pptx
Public CyberSecurity Awareness Presentation 2024.pptxPublic CyberSecurity Awareness Presentation 2024.pptx
Public CyberSecurity Awareness Presentation 2024.pptx
 
Choosing The Best AWS Service For Your Website + API.pptx
Choosing The Best AWS Service For Your Website + API.pptxChoosing The Best AWS Service For Your Website + API.pptx
Choosing The Best AWS Service For Your Website + API.pptx
 
SAP S/4 HANA sourcing and procurement to Public cloud
SAP S/4 HANA sourcing and procurement to Public cloudSAP S/4 HANA sourcing and procurement to Public cloud
SAP S/4 HANA sourcing and procurement to Public cloud
 
TrustArc Webinar - 2024 Global Privacy Survey
TrustArc Webinar - 2024 Global Privacy SurveyTrustArc Webinar - 2024 Global Privacy Survey
TrustArc Webinar - 2024 Global Privacy Survey
 
JavaLand 2024: Application Development Green Masterplan
JavaLand 2024: Application Development Green MasterplanJavaLand 2024: Application Development Green Masterplan
JavaLand 2024: Application Development Green Masterplan
 
Freshworks Rethinks NoSQL for Rapid Scaling & Cost-Efficiency
Freshworks Rethinks NoSQL for Rapid Scaling & Cost-EfficiencyFreshworks Rethinks NoSQL for Rapid Scaling & Cost-Efficiency
Freshworks Rethinks NoSQL for Rapid Scaling & Cost-Efficiency
 
Best 20 SEO Techniques To Improve Website Visibility In SERP
Best 20 SEO Techniques To Improve Website Visibility In SERPBest 20 SEO Techniques To Improve Website Visibility In SERP
Best 20 SEO Techniques To Improve Website Visibility In SERP
 
Trusted Execution Environment for Decentralized Process Mining
Trusted Execution Environment for Decentralized Process MiningTrusted Execution Environment for Decentralized Process Mining
Trusted Execution Environment for Decentralized Process Mining
 
dbms calicut university B. sc Cs 4th sem.pdf
dbms  calicut university B. sc Cs 4th sem.pdfdbms  calicut university B. sc Cs 4th sem.pdf
dbms calicut university B. sc Cs 4th sem.pdf
 
HCL Notes und Domino Lizenzkostenreduzierung in der Welt von DLAU
HCL Notes und Domino Lizenzkostenreduzierung in der Welt von DLAUHCL Notes und Domino Lizenzkostenreduzierung in der Welt von DLAU
HCL Notes und Domino Lizenzkostenreduzierung in der Welt von DLAU
 
Dandelion Hashtable: beyond billion requests per second on a commodity server
Dandelion Hashtable: beyond billion requests per second on a commodity serverDandelion Hashtable: beyond billion requests per second on a commodity server
Dandelion Hashtable: beyond billion requests per second on a commodity server
 
GNSS spoofing via SDR (Criptored Talks 2024)
GNSS spoofing via SDR (Criptored Talks 2024)GNSS spoofing via SDR (Criptored Talks 2024)
GNSS spoofing via SDR (Criptored Talks 2024)
 
Driving Business Innovation: Latest Generative AI Advancements & Success Story
Driving Business Innovation: Latest Generative AI Advancements & Success StoryDriving Business Innovation: Latest Generative AI Advancements & Success Story
Driving Business Innovation: Latest Generative AI Advancements & Success Story
 
Your One-Stop Shop for Python Success: Top 10 US Python Development Providers
Your One-Stop Shop for Python Success: Top 10 US Python Development ProvidersYour One-Stop Shop for Python Success: Top 10 US Python Development Providers
Your One-Stop Shop for Python Success: Top 10 US Python Development Providers
 
Programming Foundation Models with DSPy - Meetup Slides
Programming Foundation Models with DSPy - Meetup SlidesProgramming Foundation Models with DSPy - Meetup Slides
Programming Foundation Models with DSPy - Meetup Slides
 
System Design Case Study: Building a Scalable E-Commerce Platform - Hiike
System Design Case Study: Building a Scalable E-Commerce Platform - HiikeSystem Design Case Study: Building a Scalable E-Commerce Platform - Hiike
System Design Case Study: Building a Scalable E-Commerce Platform - Hiike
 
AWS Cloud Cost Optimization Presentation.pptx
AWS Cloud Cost Optimization Presentation.pptxAWS Cloud Cost Optimization Presentation.pptx
AWS Cloud Cost Optimization Presentation.pptx
 

Digital Twin Innovation Insights from Patents