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Accelerate Your Business
Strategy with Digital Twins
Meet the Presenters
Dmitri Bagh
Safe Software
Scenarios Creation Analyst
Randy Murphy
Arora Engineers Inc
Geospatial Practice Technical Lead
Welcome to Livestorm!
A few ways to engage with us during the webinar:
Audio issues? Click this for 4 simple
troubleshooting steps.
*Weʼll also bring up a poll on your
screen during the webinar.
Agenda
● Flash Demos: Crosswalks &
Local Government
● Introduction to Digital Twins &
Safe Software
● How FME can help create a
Digital Twin
● Wrap up & resources
● Q&A
Poll:
Where on the path towards a
digital twin is your organization?
Years of solving data challenges
28+
16,000+
Organizations trusting us worldwide
Global partners delivering FME Services
190+
128
Countries with FME customers
Safe Software
Company Profile
www.safe.com
Users active in FME Community
16,000+
FME®
Enterprise Integration Platform
FME Desktop
Build & Run Data Workflows
FME Server
Automate Data Workflows
FME Mobile
Deliver the Power of
FME to Mobile
The only Enterprise Integration Solution with comprehensive support for Spatial Data
Powering your dataflows on premises, in the cloud, and on mobile
FME Cloud
FME Server in the cloud
Unrivaled Data Support
Flash Demo
Crosswalks around local school
Flash Demo
FME
User
Conference
20
22
Source :
Google
Earth
FME
User
Conference
20
22 What Does a Digital Twin Look Like?
Source :
DFW & Willow,
Inc.
What is a Digital Twin?
Donno
A holistic
paradigm for
transformation
It’s what we’ve
been doing for
years
A digital twin is a virtual
representation of real-world entities
and processes, synchronized at a
specified frequency and fidelity
Digital Twin Consortium
20
22
FME
User
Conference
What is a Digital Twin?
Source : AAAE &
TRB Survey
• Integration of systems and sensors
• Real-time, simulated and predicted data
• Analytics, machine learning & AI
• Visualization of spatial and non-spatial data
• To make and execute decisions
Who will use Digital Twins?
Source : AAAE & TRB Survey
Engineering &
Construction
Planning
Operations
Maintenance
Staff
Consultants
Managers
Poll:
What use cases of a digital twin would
most benefit your organization?
(Check all that apply)
What will we do with a Digital Twin?
Source : AAAE & TRB Survey
Why is this Important?
• Estimates that the world will need to spend $57 trillion on infrastructure through
2030 to keep up with global GDP growth 1
• Large construction projects typically take 20 percent longer to finish than
scheduled and are up to 80 percent over budget 1
• Construction industry is ripe for disruption and two of the technologies that it
believes will be key in that anticipated transformation are geospatial and BIM 1
• The big payoff of a digital model will be during operations and maintenance,
which typically represents 80% of the cost of a facility 2
• It can take the operator of the facility a year to go through this information to
find the information required to operate the facility 3
• For many types of equipment the highest probability of
failure is in their first month or two of operation 3
• Integration of geospatial and BIM is essential to
address the challenges of the 21st century 3
Sources
1
McKinsey Global Institute
2
United Kingdom BIM Initiative
3
Growing evidence of the benefits of an integrated
BIM+geospatial
full lifecycle approach to construction
https://geospatial.blogs.com, January 02, 2019
20
22
FME
User
Conference
Digital Twin Vision
• Smart campus that improves operational efficiency
• Up-to-date integrated data platform
• Serve multiple uses
• Maintenance Effectiveness
• Operational Efficiency
• Emergency Response
Challenges Exist
Data
• Access to Data
• Comprehensive Baseline
• Governance
System
• Vendor Claims
• Procurement & Licensing
• Cybersecurity
Organizational
• Varying definitions and Lack of direction
• Enterprise buy-in
• Demonstrating ROI
• Stakeholder engagement & departmental coordination
• Understanding Use Cases
• Commitment but no follow through on "hard work"
• Lack of resources (time, staff, money)
• Resistance to Change
Source : AAAE & TRB
Survey
20
22
FME
User
Conference
Data is the Key Ingredient
• Visual Reference
• Exterior Base Maps
• Interior Floor Plans
• Points of Interest
• Assets
• Waypoints
• Events and observations
• Properties of the Points of Interest
• Static
• Real-Time
• Predicted / Simulated
• Historic
• Metadata
But Data is Held Hostage in Silos
● Projects
● Project Phases
● Departments
● Vendors
What does a Digital Twin look like?
How do we get there using FME?
How do we get there?
How do we get there?
Identify
Gather
Review
Prioritize
Conflate
Design
v
Deliver
Check
Convert
Use Cases
Require-me
nts
Standards
ROI
Procedures
Metrics
Policy
Identify
Systems
Extract
Assets
Match
Store Publish
Register
Decide
Integrate Analyze
Plan
Collect
Identify
Gaps
Track Meet
Build
Survey
Substantiate the
Need
Build New
Facilities
Define
Assets
Gather Reference
Data
Improve Data
Quality
Gover
n
Establish Authoritative
Source
Dissemina
te
How can FME Help?
Identify
Gather
Review
Prioritize
Conflate
Design
v
Deliver
Check
Convert
Use Cases
Require-me
nts
Standards
ROI
Procedures
Metrics
Policy
Identify
Systems
Extract
Assets
Match
Store Publish
Register
Decide
Integrate Analyze
Plan
Collect
Identify
Gaps
Track Meet
Build
Survey
Substantiate the
Need
Build New
Facilities
Define
Assets
Gather Reference
Data
Improve Data
Quality
Gover
n
Establish Authoritative
Source
Dissemina
te
FME Can Help
Gather
Review
Prioritize
Conflate
Design
v
Deliver
Check
Convert
Use Cases
Require-me
nts
Standards
ROI
Procedures
Metrics
Policy
Identify
Systems
Extract
Assets
Match
Store Publish
Register
Decide
Integrate Analyze
Plan
Collect
Identify
Gaps
Track Meet
Build
Survey
Substantiate the
Need
Build New
Facilities
Define
Assets
Gather Reference
Data
Improve Data
Quality
Gover
n
Establish Authoritative
Source
Dissemina
te
Interrogate Source Data
Identify
FME Can Help
Identify
Gather
Review
Prioritize
Conflate
Design
v
Deliver
Check
Convert
Use Cases
Require-me
nts
Standards
ROI
Procedures
Metrics
Policy
Identify
Systems
Extract
Assets
Store Publish
Register
Decide
Integrate Analyze
Plan
Collect
Track Meet
Build
Survey
Substantiate the
Need
Build New
Facilities
Define
Assets
Gather Reference
Data
Improve Data
Quality
Gover
n
Establish Authoritative
Source
Dissemina
te
Match Assets from Different Systems
and Identify Gaps that Remain
Identify
Gaps
Match
FME Can Help
Identify
Gather
Review
Prioritize
Design
v
Deliver
Check
Convert
Use Cases
Require-me
nts
Standards
ROI
Procedures
Metrics
Policy
Identify
Systems
Extract
Assets
Match
Store Publish
Register
Decide
Integrate Analyze
Plan
Collect
Identify
Gaps
Track Meet
Build
Survey
Substantiate the
Need
Build New
Facilities
Define
Assets
Gather Reference
Data
Improve Data
Quality
Gover
n
Establish Authoritative
Source
Dissemina
te
Conflate CAD & GIS
Conflate
FME Can Help
Identify
Gather
Review
Prioritize
Design
v
Deliver
Use Cases
Require-me
nts
Standards
ROI
Procedures
Metrics
Policy
Identify
Systems
Match
Store Publish
Register
Decide
Integrate Analyze
Plan
Identify
Gaps
Track Meet
Build
Survey
Substantiate the
Need
Build New
Facilities
Define
Assets
Gather Reference
Data
Improve Data
Quality
Gover
n
Establish Authoritative
Source
Dissemina
te
Conflate
Check
Extract
Assets
Convert Data Into
Desired Format
Convert
FME Can Help
Identify
Gather
Review
Prioritize
Conflate
Design
v
Deliver
Check
Convert
Use Cases
Require-me
nts
Standards
ROI
Procedures
Metrics
Policy
Identify
Systems
Extract
Assets
Store Publish
Register
Decide
Integrate Analyze
Plan
Collect
Identify
Gaps
Track Meet
Build
Survey
Substantiate the
Need
Build New
Facilities
Define
Assets
Gather Reference
Data
Improve Data
Quality
Gover
n
Establish Authoritative
Source
Dissemina
te
Associate Room Numbers
with Room Polygons
Match
FME Can Help
Identify
Gather
Review
Prioritize
Conflate
Design
v
Deliver
Check
Convert
Use Cases
Require-me
nts
ROI
Procedures
Metrics
Policy
Identify
Systems
Extract
Assets
Match
Publish
Register
Decide
Integrate Analyze
Plan
Collect
Identify
Gaps
Track Meet
Build
Survey
Substantiate the
Need
Build New
Facilities
Define
Assets
Gather Reference
Data
Improve Data
Quality
Gover
n
Establish Authoritative
Source
Dissemina
te
Create GDB Template Based on Standards
Store
Standards
FME Can Help
Identify
Gather
Review
Prioritize
Design
v
Deliver
Convert
Use Cases
Require-me
nts
Standards
ROI
Procedures
Metrics
Policy
Identify
Systems
Match
Store Publish
Register
Decide
Integrate Analyze
Plan
Collect
Identify
Gaps
Track Meet
Build
Survey
Substantiate the
Need
Build New
Facilities
Define
Assets
Gather Reference
Data
Improve Data
Quality
Gover
n
Establish Authoritative
Source
Dissemina
te
Conflate
Check
Extract
Assets
Extract and
Properly Represent
Assets
FME Can Help
Identify
Gather
Review
Prioritize
Design
v
Deliver
Convert
Use Cases
Require-me
nts
Standards
ROI
Procedures
Metrics
Policy
Identify
Systems
Extract
Assets
Match
Store Publish
Register
Decide
Integrate Analyze
Plan
Collect
Identify
Gaps
Track Meet
Build
Survey
Substantiate the
Need
Build New
Facilities
Define
Assets
Gather Reference
Data
Improve Data
Quality
Gover
n
Establish Authoritative
Source
Dissemina
te
Validate Deliverables
Conflate
Check
Validate Deliverables
FME Can Help
Identify
Gather
Review
Prioritize
Design
v
Deliver
Use Cases
Require-me
nts
Standards
ROI
Procedures
Metrics
Policy
Identify
Systems
Match
Store Publish
Register
Decide
Integrate Analyze
Plan
Identify
Gaps
Track Meet
Build
Survey
Substantiate the
Need
Build New
Facilities
Define
Assets
Gather Reference
Data
Improve Data
Quality
Gover
n
Establish Authoritative
Source
Dissemina
te
Conflate
Check
Extract
Assets
Register New Assets
Convert
FME Can Help
Identify
Gather
Review
Prioritize
Design
v
Deliver
Use Cases
Require-me
nts
Standards
ROI
Procedures
Metrics
Policy
Identify
Systems
Match
Store Publish
Register
Decide
Integrate Analyze
Plan
Identify
Gaps
Track Meet
Build
Survey
Substantiate the
Need
Build New
Facilities
Define
Assets
Gather Reference
Data
Improve Data
Quality
Gover
n
Establish Authoritative
Source
Dissemina
te
Conflate
Check
Extract
Assets
Automations
Convert
Convert
FME Can Help
Identify
Gather
Review
Prioritize
Design
v
Deliver
Use Cases
Require-me
nts
Standards
ROI
Procedures
Metrics
Policy
Identify
Systems
Match
Store Publish
Register
Decide
Integrate Analyze
Plan
Identify
Gaps
Track Meet
Build
Survey
Substantiate the
Need
Build New
Facilities
Define
Assets
Gather Reference
Data
Improve Data
Quality
Gover
n
Establish Authoritative
Source
Dissemina
te
Conflate
Check
Extract
Assets
Publish Data to Apps
FME Can Help
Identify
Gather
Review
Prioritize
Design
v
Deliver
Convert
Use Cases
Require-me
nts
Standards
ROI
Procedures
Metrics
Policy
Identify
Systems
Match
Store Publish
Register
Decide
Integrate Analyze
Plan
Identify
Gaps
Track Meet
Build
Survey
Substantiate the
Need
Build New
Facilities
Define
Assets
Gather Reference
Data
Improve Data
Quality
Gover
n
Establish Authoritative
Source
Dissemina
te
Conflate
Check
Extract
Assets
Analyze & Visualize Complex Data
“FME, what else!”
Identify
Gather
Review
Prioritize
Conflate
Design
v
Deliver
Check
Convert
Use Cases
Require-me
nts
Standards
ROI
Procedures
Metrics
Policy
Identify
Systems
Extract
Assets
Match
Store Publish
Register
Decide
Integrate Analyze
Plan
Collect
Identify
Gaps
Track Meet
Build
Survey
Substantiate the
Need
Build New
Facilities
Define
Assets
Gather Reference
Data
Improve Data
Quality
Gover
n
Establish Authoritative
Source
Dissemina
te
FME Tools We Use the Most
Transformers
• AttributeExposer
• AttributeCreator
• SchemaMapper
• Tester
• Reprojector
• Clipper
• SpatialFilter & AttributeFilter
• ListBuilder
• Custom Transformers
Readers
• Esri File Geodb
• AutoCAD DWG
• Autodesk Revit
• Esri Shapefile
• Microsoft Excel
Writers
• Esri File Geodb
• AutoCAD Map 3D
• Microsoft Excel
• Autodesk Revit (tbd)
• GeoJSON
• IMDF
FME Tools We Use the Most
Transformers
• AttributeExposer
• AttributeCreator
• SchemaMapper
• Tester
• Reprojector
• Clipper
• SpatialFilter & AttributeFilter
• ListBuilder
• Custom Transformers
Readers
• Esri File Geodb
• AutoCAD DWG
• Autodesk Revit
• Esri Shapefile
• Microsoft Excel
Writers
• Esri File Geodb
• AutoCAD Map 3D
• Microsoft Excel
• Autodesk Revit (tbd)
• GeoJSON
• IMDF
FME
User
Conference
20
22
Achieving Digital Twin Maturity with FME
Source : AAAE Digital
Twin Working Group
Standards &
Governance
Asset Registry &
Templates
Integrated Digital Asset
Data On-Boarding
Systems Integration
Digital Twin Maturity Model
Poll:
Where do you think FME can help
the most in your pursuit of a digital
twin?
Gain a competitive advantage and
accelerate your business strategy using
Digital Twins & FME.
Next Steps
Download
FME 2022.1 &
the webinar
workspaces
Apply the
workspaces to your
own data to
manage changes
Free Trial | Upgrade
Contact us. We
would love to chat
with you about
anything data
info@safe.com
Resources
Podcast - Safe Software: Digital Twins and Their Role Within the Data Space
Blog - Why All Airports Need A Data Integration Plan
Blog - Digital Twins - From Cities to Objects
Claim Your Community Badge
Get community badges for
watching webinars!
fme.ly/WebinarBadge Todayʼs Code: BLPAC
Check out our upcoming
& on-demand webinars:
safe.com/webinars
Q&A
Thank you!
Download FME 2022.1 Free Trial | Upgrade
Chat with us info@safe.com
Connect with us in the Community
Connect with us for more FME
Please share
your feedback
with us through
the webinar
survey!

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Accelerate Your Business Strategy with Digital Twins

  • 2. Meet the Presenters Dmitri Bagh Safe Software Scenarios Creation Analyst Randy Murphy Arora Engineers Inc Geospatial Practice Technical Lead
  • 3. Welcome to Livestorm! A few ways to engage with us during the webinar: Audio issues? Click this for 4 simple troubleshooting steps. *Weʼll also bring up a poll on your screen during the webinar.
  • 4. Agenda ● Flash Demos: Crosswalks & Local Government ● Introduction to Digital Twins & Safe Software ● How FME can help create a Digital Twin ● Wrap up & resources ● Q&A
  • 5. Poll: Where on the path towards a digital twin is your organization?
  • 6. Years of solving data challenges 28+ 16,000+ Organizations trusting us worldwide Global partners delivering FME Services 190+ 128 Countries with FME customers Safe Software Company Profile www.safe.com Users active in FME Community 16,000+
  • 7. FME® Enterprise Integration Platform FME Desktop Build & Run Data Workflows FME Server Automate Data Workflows FME Mobile Deliver the Power of FME to Mobile The only Enterprise Integration Solution with comprehensive support for Spatial Data Powering your dataflows on premises, in the cloud, and on mobile FME Cloud FME Server in the cloud
  • 12. FME User Conference 20 22 What Does a Digital Twin Look Like? Source : DFW & Willow, Inc.
  • 13. What is a Digital Twin? Donno A holistic paradigm for transformation It’s what we’ve been doing for years A digital twin is a virtual representation of real-world entities and processes, synchronized at a specified frequency and fidelity Digital Twin Consortium
  • 14. 20 22 FME User Conference What is a Digital Twin? Source : AAAE & TRB Survey • Integration of systems and sensors • Real-time, simulated and predicted data • Analytics, machine learning & AI • Visualization of spatial and non-spatial data • To make and execute decisions
  • 15. Who will use Digital Twins? Source : AAAE & TRB Survey Engineering & Construction Planning Operations Maintenance Staff Consultants Managers
  • 16. Poll: What use cases of a digital twin would most benefit your organization? (Check all that apply)
  • 17. What will we do with a Digital Twin? Source : AAAE & TRB Survey
  • 18. Why is this Important? • Estimates that the world will need to spend $57 trillion on infrastructure through 2030 to keep up with global GDP growth 1 • Large construction projects typically take 20 percent longer to finish than scheduled and are up to 80 percent over budget 1 • Construction industry is ripe for disruption and two of the technologies that it believes will be key in that anticipated transformation are geospatial and BIM 1 • The big payoff of a digital model will be during operations and maintenance, which typically represents 80% of the cost of a facility 2 • It can take the operator of the facility a year to go through this information to find the information required to operate the facility 3 • For many types of equipment the highest probability of failure is in their first month or two of operation 3 • Integration of geospatial and BIM is essential to address the challenges of the 21st century 3 Sources 1 McKinsey Global Institute 2 United Kingdom BIM Initiative 3 Growing evidence of the benefits of an integrated BIM+geospatial full lifecycle approach to construction https://geospatial.blogs.com, January 02, 2019
  • 19. 20 22 FME User Conference Digital Twin Vision • Smart campus that improves operational efficiency • Up-to-date integrated data platform • Serve multiple uses • Maintenance Effectiveness • Operational Efficiency • Emergency Response
  • 20. Challenges Exist Data • Access to Data • Comprehensive Baseline • Governance System • Vendor Claims • Procurement & Licensing • Cybersecurity Organizational • Varying definitions and Lack of direction • Enterprise buy-in • Demonstrating ROI • Stakeholder engagement & departmental coordination • Understanding Use Cases • Commitment but no follow through on "hard work" • Lack of resources (time, staff, money) • Resistance to Change Source : AAAE & TRB Survey
  • 21. 20 22 FME User Conference Data is the Key Ingredient • Visual Reference • Exterior Base Maps • Interior Floor Plans • Points of Interest • Assets • Waypoints • Events and observations • Properties of the Points of Interest • Static • Real-Time • Predicted / Simulated • Historic • Metadata
  • 22. But Data is Held Hostage in Silos ● Projects ● Project Phases ● Departments ● Vendors
  • 23. What does a Digital Twin look like?
  • 24.
  • 25. How do we get there using FME?
  • 26. How do we get there?
  • 27. How do we get there? Identify Gather Review Prioritize Conflate Design v Deliver Check Convert Use Cases Require-me nts Standards ROI Procedures Metrics Policy Identify Systems Extract Assets Match Store Publish Register Decide Integrate Analyze Plan Collect Identify Gaps Track Meet Build Survey Substantiate the Need Build New Facilities Define Assets Gather Reference Data Improve Data Quality Gover n Establish Authoritative Source Dissemina te
  • 28. How can FME Help? Identify Gather Review Prioritize Conflate Design v Deliver Check Convert Use Cases Require-me nts Standards ROI Procedures Metrics Policy Identify Systems Extract Assets Match Store Publish Register Decide Integrate Analyze Plan Collect Identify Gaps Track Meet Build Survey Substantiate the Need Build New Facilities Define Assets Gather Reference Data Improve Data Quality Gover n Establish Authoritative Source Dissemina te
  • 29. FME Can Help Gather Review Prioritize Conflate Design v Deliver Check Convert Use Cases Require-me nts Standards ROI Procedures Metrics Policy Identify Systems Extract Assets Match Store Publish Register Decide Integrate Analyze Plan Collect Identify Gaps Track Meet Build Survey Substantiate the Need Build New Facilities Define Assets Gather Reference Data Improve Data Quality Gover n Establish Authoritative Source Dissemina te Interrogate Source Data Identify
  • 30. FME Can Help Identify Gather Review Prioritize Conflate Design v Deliver Check Convert Use Cases Require-me nts Standards ROI Procedures Metrics Policy Identify Systems Extract Assets Store Publish Register Decide Integrate Analyze Plan Collect Track Meet Build Survey Substantiate the Need Build New Facilities Define Assets Gather Reference Data Improve Data Quality Gover n Establish Authoritative Source Dissemina te Match Assets from Different Systems and Identify Gaps that Remain Identify Gaps Match
  • 31. FME Can Help Identify Gather Review Prioritize Design v Deliver Check Convert Use Cases Require-me nts Standards ROI Procedures Metrics Policy Identify Systems Extract Assets Match Store Publish Register Decide Integrate Analyze Plan Collect Identify Gaps Track Meet Build Survey Substantiate the Need Build New Facilities Define Assets Gather Reference Data Improve Data Quality Gover n Establish Authoritative Source Dissemina te Conflate CAD & GIS Conflate
  • 32. FME Can Help Identify Gather Review Prioritize Design v Deliver Use Cases Require-me nts Standards ROI Procedures Metrics Policy Identify Systems Match Store Publish Register Decide Integrate Analyze Plan Identify Gaps Track Meet Build Survey Substantiate the Need Build New Facilities Define Assets Gather Reference Data Improve Data Quality Gover n Establish Authoritative Source Dissemina te Conflate Check Extract Assets Convert Data Into Desired Format Convert
  • 33. FME Can Help Identify Gather Review Prioritize Conflate Design v Deliver Check Convert Use Cases Require-me nts Standards ROI Procedures Metrics Policy Identify Systems Extract Assets Store Publish Register Decide Integrate Analyze Plan Collect Identify Gaps Track Meet Build Survey Substantiate the Need Build New Facilities Define Assets Gather Reference Data Improve Data Quality Gover n Establish Authoritative Source Dissemina te Associate Room Numbers with Room Polygons Match
  • 34. FME Can Help Identify Gather Review Prioritize Conflate Design v Deliver Check Convert Use Cases Require-me nts ROI Procedures Metrics Policy Identify Systems Extract Assets Match Publish Register Decide Integrate Analyze Plan Collect Identify Gaps Track Meet Build Survey Substantiate the Need Build New Facilities Define Assets Gather Reference Data Improve Data Quality Gover n Establish Authoritative Source Dissemina te Create GDB Template Based on Standards Store Standards
  • 35. FME Can Help Identify Gather Review Prioritize Design v Deliver Convert Use Cases Require-me nts Standards ROI Procedures Metrics Policy Identify Systems Match Store Publish Register Decide Integrate Analyze Plan Collect Identify Gaps Track Meet Build Survey Substantiate the Need Build New Facilities Define Assets Gather Reference Data Improve Data Quality Gover n Establish Authoritative Source Dissemina te Conflate Check Extract Assets Extract and Properly Represent Assets
  • 36. FME Can Help Identify Gather Review Prioritize Design v Deliver Convert Use Cases Require-me nts Standards ROI Procedures Metrics Policy Identify Systems Extract Assets Match Store Publish Register Decide Integrate Analyze Plan Collect Identify Gaps Track Meet Build Survey Substantiate the Need Build New Facilities Define Assets Gather Reference Data Improve Data Quality Gover n Establish Authoritative Source Dissemina te Validate Deliverables Conflate Check Validate Deliverables
  • 37. FME Can Help Identify Gather Review Prioritize Design v Deliver Use Cases Require-me nts Standards ROI Procedures Metrics Policy Identify Systems Match Store Publish Register Decide Integrate Analyze Plan Identify Gaps Track Meet Build Survey Substantiate the Need Build New Facilities Define Assets Gather Reference Data Improve Data Quality Gover n Establish Authoritative Source Dissemina te Conflate Check Extract Assets Register New Assets Convert
  • 38. FME Can Help Identify Gather Review Prioritize Design v Deliver Use Cases Require-me nts Standards ROI Procedures Metrics Policy Identify Systems Match Store Publish Register Decide Integrate Analyze Plan Identify Gaps Track Meet Build Survey Substantiate the Need Build New Facilities Define Assets Gather Reference Data Improve Data Quality Gover n Establish Authoritative Source Dissemina te Conflate Check Extract Assets Automations Convert
  • 39. Convert FME Can Help Identify Gather Review Prioritize Design v Deliver Use Cases Require-me nts Standards ROI Procedures Metrics Policy Identify Systems Match Store Publish Register Decide Integrate Analyze Plan Identify Gaps Track Meet Build Survey Substantiate the Need Build New Facilities Define Assets Gather Reference Data Improve Data Quality Gover n Establish Authoritative Source Dissemina te Conflate Check Extract Assets Publish Data to Apps
  • 40. FME Can Help Identify Gather Review Prioritize Design v Deliver Convert Use Cases Require-me nts Standards ROI Procedures Metrics Policy Identify Systems Match Store Publish Register Decide Integrate Analyze Plan Identify Gaps Track Meet Build Survey Substantiate the Need Build New Facilities Define Assets Gather Reference Data Improve Data Quality Gover n Establish Authoritative Source Dissemina te Conflate Check Extract Assets Analyze & Visualize Complex Data
  • 41. “FME, what else!” Identify Gather Review Prioritize Conflate Design v Deliver Check Convert Use Cases Require-me nts Standards ROI Procedures Metrics Policy Identify Systems Extract Assets Match Store Publish Register Decide Integrate Analyze Plan Collect Identify Gaps Track Meet Build Survey Substantiate the Need Build New Facilities Define Assets Gather Reference Data Improve Data Quality Gover n Establish Authoritative Source Dissemina te
  • 42. FME Tools We Use the Most Transformers • AttributeExposer • AttributeCreator • SchemaMapper • Tester • Reprojector • Clipper • SpatialFilter & AttributeFilter • ListBuilder • Custom Transformers Readers • Esri File Geodb • AutoCAD DWG • Autodesk Revit • Esri Shapefile • Microsoft Excel Writers • Esri File Geodb • AutoCAD Map 3D • Microsoft Excel • Autodesk Revit (tbd) • GeoJSON • IMDF
  • 43. FME Tools We Use the Most Transformers • AttributeExposer • AttributeCreator • SchemaMapper • Tester • Reprojector • Clipper • SpatialFilter & AttributeFilter • ListBuilder • Custom Transformers Readers • Esri File Geodb • AutoCAD DWG • Autodesk Revit • Esri Shapefile • Microsoft Excel Writers • Esri File Geodb • AutoCAD Map 3D • Microsoft Excel • Autodesk Revit (tbd) • GeoJSON • IMDF
  • 44. FME User Conference 20 22 Achieving Digital Twin Maturity with FME Source : AAAE Digital Twin Working Group Standards & Governance Asset Registry & Templates Integrated Digital Asset Data On-Boarding Systems Integration Digital Twin Maturity Model
  • 45. Poll: Where do you think FME can help the most in your pursuit of a digital twin?
  • 46. Gain a competitive advantage and accelerate your business strategy using Digital Twins & FME.
  • 47. Next Steps Download FME 2022.1 & the webinar workspaces Apply the workspaces to your own data to manage changes Free Trial | Upgrade Contact us. We would love to chat with you about anything data info@safe.com
  • 48. Resources Podcast - Safe Software: Digital Twins and Their Role Within the Data Space Blog - Why All Airports Need A Data Integration Plan Blog - Digital Twins - From Cities to Objects
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  • 51. Q&A
  • 52. Thank you! Download FME 2022.1 Free Trial | Upgrade Chat with us info@safe.com Connect with us in the Community Connect with us for more FME Please share your feedback with us through the webinar survey!