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Don’t Just Optimize, Transform
The Critical Role of
Spatial Data in Today's
Data Ecosystem
Sara Mak
Brian Pont
VP, Customer
Success
Technical Support
Specialist
Meet our Team
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Agenda
1 Spatial, the Missing Piece
2 Spatial Data in Action
3 Resources & Next Steps
4 Q&A
Agenda
Poll: What’s your understanding
of the use of spatial data in your
organization?
Think about the last time you went
on a trip or vacation.
How many aspects of getting to your
destination were seamlessly
simplified by technology?
Air Travel: Digital Transformation
Compared to 30Years Ago:
● Visit or call a travel agency for a paper ticket
● Seat selection was not an option or done at counter
● Flight prices were relatively static
● Physical check in at airport and paper boarding pass
● Flight status was by phone call or at airport
What about today?
How many times today were things
seamlessly simplified by technology?
What if I told you that all of that seamless
technology was made possible by Spatial Data!
Spatial Data is everywhere!*
● Everyone is someplace all the time.
● Everything is someplace all of the time.
● Everything happens somewhere.
● Location, location, location.
*pun intended
The world we live in is
Spatial.
How many ways do you use spatial without even thinking about
it?
Spatial data is used for everything from
saving lives to finding you a cup of coffee.
It creates experiences that exist only in the
digital world, and improves experiences in
the real world.
Yet, many organizations
don’t use spatial when
making decisions.
1
Spatial, the
Missing
Piece
Spatial Data is not a component but
the catalyst to take you from
digital optimization to digital transformation.
● With spatial data you see new relationships and gain
location powered insights to make better decisions.
● Without spatial data you miss market opportunities, allocate
resources poorly, and fall behind your competitors.
Leveraging Spatial Data for
Actionable Location Intelligence
Retail & Customer Segmentation
● DO: Track sales and manage inventory.
● DT: Analyze foot traffic, optimize store layout,
provide in store personal experiences.
Healthcare & Epidemiology
● DO: Electronic Health Records (EHR) to digitize
patient records.
● DT: Real-time location to track equipment, staff,
and patients, significantly reduce wait times,
improve asset utilization, and enhance patient care.
● DT: Location is key to greater understanding of
outbreaks.
Industries Discovering the Advantage of Spatial
Leveraging Spatial Data for
Actionable Location Intelligence
Food Production & Precision Agriculture
● DO: Track crop yields and manage schedules.
● DT: With precision agriculture - optimize irrigation,
and fertilization based on soil conditions, weather
forecasts, and crop health data, leading to increased
yields and sustainability at lower costs.
Transportation & Optimized Logistics
● DO: Route planning and shipment tracking.
● DT: Real-time route optimization based on
traffic conditions, weather, and other variables,
reducing fuel costs, improving delivery times, and
enhancing service quality.
Industries Discovering the Advantage of Spatial
Common Patterns of Using
Spatial Data
● Geocoding: Turning "123 Main St" into
a point on a map.
● Spatial Join: Finding all customers
living within 10 miles of a store.
● Spatial Selection: Selecting all
houses within a flood zone.
● Data Enrichment: Adding
neighborhood income data to a list of
addresses.
The Basics of Spatial Data
The Rise of Spatial Data
Spatial Data is embraced by more and more companies…
Poll: What’s the biggest hurdle
your organization faces in using
spatial data?
2
Spatial Data
in Action
BlueDot: Disease Surveillance
BlueDot Inc. creates products that enable
public health agencies, hospital
authorities, and businesses to track,
contextualize, and anticipate infectious
disease risks. The company was founded
by a physician motivated by his front line
experience with SARS outbreak back in
2003.
The company gained global recognition
when it detected COVID-19, nearly a week
before the World Health Organization.
The Challenge
Goal: Build an early warning system for
infectious disease outbreaks that depended
on an array of different spatial and
non-spatial data sets.
Challenge: Many different spatial data
formats & different datasets needed to be
ingested and blended together to generate
insights, power our products. Spatial data
needed to be continually ingested as they
were updated at the source.
The Solution:
Safe Software’s FME
Leveraged FME’s no-code solution to
automate complex geoprocessing jobs,
integrate data through on premise, and
cloud databases (AWS and Azure).
Easily scale workflows when
processing demand grew.
With Spatial Data: Insured new data
integrated aligned with boundary files,
with 200+ infectious diseases around
the world being monitored daily.
One platform, two technologies
FME Form FME Flow
Build and run data workflows Automate data workflows
FME Flow Hosted
Safe Software managed instance
fme.safe.com/platform
FME Enterprise Integration Platform
Safe & FME
Their Modern Data Stack in Action
Data
Web scraping, Air travel
itineraries and
schedules, disease
extent maps, raster
imagery, climate data,
government health data,
& more
Integrate &
Transform
FME Flow and AI are
used to ingest, transform,
and analyze data
Delivery
Centralized data in a data
Lake on AWS and
Relational Database
Service (RDS)
Analysis
Disease surveillance
insights and predictive
intelligence made
available through APIs
and custom web
application
Results: Key insights into
disease patterns and their
potential impacts
● Allowed a small data team to curtail data
for products and custom analysis
● Drastically reduced time in data ingestion
and transformation
● Automated repetitive processes, freeing
resources for critical tasks.
● Analytic insights pertaining to the spread
of the virus
The HALO Trust
For over thirty years, The HALO Trust has
been leading efforts to protect and save
lives and restore communities and
livelihoods of those threatened by the
deadly debris of war.
Their Project
Goal
Survey and clear landmines and unexploded
ordnance.
Solution
Use FME to automate and streamline the flow
of open source data across platforms and
deliver interactive web maps to stakeholders.
Their Modern Data Stack
Data
Sourced from social
media and data
aggregators such as:
Twitter, Telegram and
LiveAUMap, plus others.
Integrate &
Transform
Automatically pulling
data every 2 hours via
APIs.
Storage
PostgreSQL database
stores the data and
connects it to dynamic
web map in ArcGIS
Enterprise.
Analysis
Web maps offer
stakeholders with the latest
information about where
threats, contamination, and
munitions are located
inside Ukraine.
Data Spotlight
Live Universal Awareness Map: News aggregation site and API
Results
● Eliminated manual and duplicate work
with automated data workflows.
● Able to keep operational databases
up-to-date without human intervention
and error.
● Enable the organization to deliver on its
mission of protecting lives and restoring
communities.
Learn more: http://fme.ly/HALO
“FME is an intuitive, powerful, and time-saving tool to have in our toolbox.
We just set it up, and voila! It’s working.”
- Luan Jaupi, Head of Information Management, The HALO Trust
Fortis BC:
Navigating a Flammable
Frontier
FortisBC stands as a major utility
provider in British Columbia, with a
sprawling service area of 240,000
km², facing an escalating wildfire
challenge.
The Escalating Wildfire
Challenge
● Wildfire Trends in BC: Increased
frequency, intensity, longer seasons,
larger burn areas, and extreme fire
behavior, with climate models
predicting worsened conditions.
● Without Spatial Data: Response
efforts are reactive, manual data
gathering is slow, risk assessment is
delayed, and real-time
decision-making is hindered.
Their Modern Data Stack in Action
Data
Integrated live BC
Wildfire Service Map with
Internal Asset Database.
Integrate &
Transform
Automated risk
assessment and
situational awareness
map creation.
Delivery
Real-time notifications
and data availability
across various systems
for diverse user
communities.
Analysis
Enabled Operation
Management to monitor
the current state of
wildfires and make
informed decisions.
Results: A Transformative
Impact
● Transitioned from manual to automated
data processes.
● Drastically reduced time in data
gathering and analysis.
● Automated repetitive processes, freeing
resources for critical tasks.
● Enhanced decision-making, leading to
improved safety and operational
efficiency.
“In an emergency, we don’t want our Operations Managers to spend
time making reports”
- Piet Nooij, Production Process Manager, FortisBC
Key Takeaways:
● Creatively sourcing and
utilizing Data including Open
Data and APIs
● Automating the flow of data
throughout the modern data
stack
● Empowering collaboration by
stakeholders via common
types of output like PDF
● Utilizing spatial data for
decision making and
enrichment
Poll: Which of the following
outcomes are you hoping to
achieve by integrating spatial
data? (Select top 1-2)
3
Resources &
Next Steps
Experience the FME Accelerator
Unlock the power of your
data in only 90 minutes
Register for free at
fme.safe.com/accelerator
Resources & Next Steps
Guided learning experiences
at your fingertips
academy.safe.com
FME Academy
Check out how-to’s & demos
in the knowledge base
support.safe.com
Knowledge Base Webinars
Upcoming & on-demand
webinars
safe.com/webinars
Resources & Next Steps
Get our Ebook
Spatial Data for the
Enterprise
fme.ly/gzc
Resources & Next Steps
We’d love to help you get
started.
Get in touch with us at
info@safe.com
Contact Us
ClaimYour Community Badge &
Dive into the new Community!
● Get community badges for watching
webinars
● community.safe.com
● Today’s code: MASWG
Join the Community today!
4
Q&A
ThankYou!
Upcoming FME Accelerators
1 April 15th, 2024 9am (PDT)
2 May 9th, 2024 3pm (PDT)
3 May 28th, 2024 9am (PDT)
Sign up for free at fme.safe.com/accelerator
Please fill out our
webinar survey

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The Critical Role of Spatial Data in Today's Data Ecosystem

  • 1. Don’t Just Optimize, Transform The Critical Role of Spatial Data in Today's Data Ecosystem
  • 2. Sara Mak Brian Pont VP, Customer Success Technical Support Specialist Meet our Team
  • 3. Welcome to Livestorm. A few ways to engage with us during the webinar: Audio issues? Click this for 4 simple troubleshooting steps.
  • 4. How to download slides 1. Hover over the slide deck in the webinar room 2. Click this button
  • 5. Agenda 1 Spatial, the Missing Piece 2 Spatial Data in Action 3 Resources & Next Steps 4 Q&A Agenda
  • 6. Poll: What’s your understanding of the use of spatial data in your organization?
  • 7. Think about the last time you went on a trip or vacation. How many aspects of getting to your destination were seamlessly simplified by technology?
  • 8. Air Travel: Digital Transformation Compared to 30Years Ago: ● Visit or call a travel agency for a paper ticket ● Seat selection was not an option or done at counter ● Flight prices were relatively static ● Physical check in at airport and paper boarding pass ● Flight status was by phone call or at airport
  • 9. What about today? How many times today were things seamlessly simplified by technology?
  • 10.
  • 11. What if I told you that all of that seamless technology was made possible by Spatial Data! Spatial Data is everywhere!* ● Everyone is someplace all the time. ● Everything is someplace all of the time. ● Everything happens somewhere. ● Location, location, location. *pun intended
  • 12. The world we live in is Spatial. How many ways do you use spatial without even thinking about it?
  • 13. Spatial data is used for everything from saving lives to finding you a cup of coffee. It creates experiences that exist only in the digital world, and improves experiences in the real world.
  • 14. Yet, many organizations don’t use spatial when making decisions.
  • 16. Spatial Data is not a component but the catalyst to take you from digital optimization to digital transformation. ● With spatial data you see new relationships and gain location powered insights to make better decisions. ● Without spatial data you miss market opportunities, allocate resources poorly, and fall behind your competitors.
  • 17. Leveraging Spatial Data for Actionable Location Intelligence Retail & Customer Segmentation ● DO: Track sales and manage inventory. ● DT: Analyze foot traffic, optimize store layout, provide in store personal experiences. Healthcare & Epidemiology ● DO: Electronic Health Records (EHR) to digitize patient records. ● DT: Real-time location to track equipment, staff, and patients, significantly reduce wait times, improve asset utilization, and enhance patient care. ● DT: Location is key to greater understanding of outbreaks. Industries Discovering the Advantage of Spatial
  • 18. Leveraging Spatial Data for Actionable Location Intelligence Food Production & Precision Agriculture ● DO: Track crop yields and manage schedules. ● DT: With precision agriculture - optimize irrigation, and fertilization based on soil conditions, weather forecasts, and crop health data, leading to increased yields and sustainability at lower costs. Transportation & Optimized Logistics ● DO: Route planning and shipment tracking. ● DT: Real-time route optimization based on traffic conditions, weather, and other variables, reducing fuel costs, improving delivery times, and enhancing service quality. Industries Discovering the Advantage of Spatial
  • 19. Common Patterns of Using Spatial Data ● Geocoding: Turning "123 Main St" into a point on a map. ● Spatial Join: Finding all customers living within 10 miles of a store. ● Spatial Selection: Selecting all houses within a flood zone. ● Data Enrichment: Adding neighborhood income data to a list of addresses. The Basics of Spatial Data
  • 20. The Rise of Spatial Data Spatial Data is embraced by more and more companies…
  • 21. Poll: What’s the biggest hurdle your organization faces in using spatial data?
  • 23. BlueDot: Disease Surveillance BlueDot Inc. creates products that enable public health agencies, hospital authorities, and businesses to track, contextualize, and anticipate infectious disease risks. The company was founded by a physician motivated by his front line experience with SARS outbreak back in 2003. The company gained global recognition when it detected COVID-19, nearly a week before the World Health Organization.
  • 24. The Challenge Goal: Build an early warning system for infectious disease outbreaks that depended on an array of different spatial and non-spatial data sets. Challenge: Many different spatial data formats & different datasets needed to be ingested and blended together to generate insights, power our products. Spatial data needed to be continually ingested as they were updated at the source.
  • 25. The Solution: Safe Software’s FME Leveraged FME’s no-code solution to automate complex geoprocessing jobs, integrate data through on premise, and cloud databases (AWS and Azure). Easily scale workflows when processing demand grew. With Spatial Data: Insured new data integrated aligned with boundary files, with 200+ infectious diseases around the world being monitored daily.
  • 26. One platform, two technologies FME Form FME Flow Build and run data workflows Automate data workflows FME Flow Hosted Safe Software managed instance fme.safe.com/platform FME Enterprise Integration Platform Safe & FME
  • 27. Their Modern Data Stack in Action Data Web scraping, Air travel itineraries and schedules, disease extent maps, raster imagery, climate data, government health data, & more Integrate & Transform FME Flow and AI are used to ingest, transform, and analyze data Delivery Centralized data in a data Lake on AWS and Relational Database Service (RDS) Analysis Disease surveillance insights and predictive intelligence made available through APIs and custom web application
  • 28. Results: Key insights into disease patterns and their potential impacts ● Allowed a small data team to curtail data for products and custom analysis ● Drastically reduced time in data ingestion and transformation ● Automated repetitive processes, freeing resources for critical tasks. ● Analytic insights pertaining to the spread of the virus
  • 29. The HALO Trust For over thirty years, The HALO Trust has been leading efforts to protect and save lives and restore communities and livelihoods of those threatened by the deadly debris of war.
  • 30. Their Project Goal Survey and clear landmines and unexploded ordnance. Solution Use FME to automate and streamline the flow of open source data across platforms and deliver interactive web maps to stakeholders.
  • 31. Their Modern Data Stack Data Sourced from social media and data aggregators such as: Twitter, Telegram and LiveAUMap, plus others. Integrate & Transform Automatically pulling data every 2 hours via APIs. Storage PostgreSQL database stores the data and connects it to dynamic web map in ArcGIS Enterprise. Analysis Web maps offer stakeholders with the latest information about where threats, contamination, and munitions are located inside Ukraine.
  • 32. Data Spotlight Live Universal Awareness Map: News aggregation site and API
  • 33. Results ● Eliminated manual and duplicate work with automated data workflows. ● Able to keep operational databases up-to-date without human intervention and error. ● Enable the organization to deliver on its mission of protecting lives and restoring communities. Learn more: http://fme.ly/HALO “FME is an intuitive, powerful, and time-saving tool to have in our toolbox. We just set it up, and voila! It’s working.” - Luan Jaupi, Head of Information Management, The HALO Trust
  • 34. Fortis BC: Navigating a Flammable Frontier FortisBC stands as a major utility provider in British Columbia, with a sprawling service area of 240,000 km², facing an escalating wildfire challenge.
  • 35. The Escalating Wildfire Challenge ● Wildfire Trends in BC: Increased frequency, intensity, longer seasons, larger burn areas, and extreme fire behavior, with climate models predicting worsened conditions. ● Without Spatial Data: Response efforts are reactive, manual data gathering is slow, risk assessment is delayed, and real-time decision-making is hindered.
  • 36. Their Modern Data Stack in Action Data Integrated live BC Wildfire Service Map with Internal Asset Database. Integrate & Transform Automated risk assessment and situational awareness map creation. Delivery Real-time notifications and data availability across various systems for diverse user communities. Analysis Enabled Operation Management to monitor the current state of wildfires and make informed decisions.
  • 37. Results: A Transformative Impact ● Transitioned from manual to automated data processes. ● Drastically reduced time in data gathering and analysis. ● Automated repetitive processes, freeing resources for critical tasks. ● Enhanced decision-making, leading to improved safety and operational efficiency. “In an emergency, we don’t want our Operations Managers to spend time making reports” - Piet Nooij, Production Process Manager, FortisBC
  • 38. Key Takeaways: ● Creatively sourcing and utilizing Data including Open Data and APIs ● Automating the flow of data throughout the modern data stack ● Empowering collaboration by stakeholders via common types of output like PDF ● Utilizing spatial data for decision making and enrichment
  • 39. Poll: Which of the following outcomes are you hoping to achieve by integrating spatial data? (Select top 1-2)
  • 41. Experience the FME Accelerator Unlock the power of your data in only 90 minutes Register for free at fme.safe.com/accelerator Resources & Next Steps Guided learning experiences at your fingertips academy.safe.com FME Academy
  • 42. Check out how-to’s & demos in the knowledge base support.safe.com Knowledge Base Webinars Upcoming & on-demand webinars safe.com/webinars Resources & Next Steps
  • 43. Get our Ebook Spatial Data for the Enterprise fme.ly/gzc Resources & Next Steps We’d love to help you get started. Get in touch with us at info@safe.com Contact Us
  • 44. ClaimYour Community Badge & Dive into the new Community! ● Get community badges for watching webinars ● community.safe.com ● Today’s code: MASWG Join the Community today!
  • 45. 4 Q&A
  • 46. ThankYou! Upcoming FME Accelerators 1 April 15th, 2024 9am (PDT) 2 May 9th, 2024 3pm (PDT) 3 May 28th, 2024 9am (PDT) Sign up for free at fme.safe.com/accelerator Please fill out our webinar survey