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Introducing FME Realize: A New Era of Spatial Computing and AR
Don
Murray
CEO
Dmitri
Bagh
Scenario Creation Analyst,
AR Product Strategist
Meet the Presenters
Welcome to Livestorm.
A few ways to engage with us during the webinar:
Audio issues? Click this for 4 simple
troubleshooting steps.
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Agenda
1 Introduction
2 How to Get Started with FME Realize:
Author, Deliver, Experience
3 Endless Possibilities with FME Realize
4 Conclusion
5 Resources & Next Steps
6 Q&A
Agenda
Poll:
How familiar are you with
spatial computing?
Poll:
Have you used FME for
mobile or field-based
workflows before?
1
Introduction
Today, the Field Worker
is Disconnected.
Decisions are made on-site, but
the data they need is trapped on a
desktop.
Missed Opportunity
You have powerful spatial data –
digital twins, 3D models, real-time
sensors.
But when that data is trapped
in corporate systems :
● Opportunity is lost
● Productivity suffers
● Insights are missed
What if you could experience your data.
Live and in the real world?
● Not in charts
● Not in dashboards.
● But in the actual world where the data lives.
A New Way to Experience
Your Data
FME Realize
Introducing
• FME Realize completes the
FME Spatial Computing Platform.
• See, understand, and interact
with your data in the real world.
• Powered entirely by FME Form
and FME Flow.
Augmented reality
for the FME Platform
FME Realize:
Powered by the FME All-Data, Any-AI Platform
Experience Spatial Computing.
with FME Form.
1.Author
with FME Flow.
2. Deliver
with FME Realize.
3. Experience
Delivering the
Immersive
experience of
Spatial
Computing
1. Author
workspace
in FME Form
2. Deliver
with FME Flow
Experience
in FME Realize
From Data to Workspaces to Experience. Seamlessly.
Data flows between Flow
and Realize deliver a
complete data Experience
The only All-Data, Any-AI Platform.
FME Form FME Flow
All Data workflows are built here.
Brings life to FME Form workflows
FME Flow Hosted
SaaS version of FME Flow
fme.safe.com/platform
FME Enterprise Integration Platform
Safe & FME
FME Realize
Experience your data where it
matters most. In context
2
How to Get
Started with
FME Realize
Before we begin
Quick look at what we want to create with our
workspace(s):
● Transform geometry based on attributes
(and see data in context right away!)
● Set summary annotations
● Display attributes
● Connect more tools
From Data to Experience
● 1. Author a workspace in FME Form
● 2. Publish it as an FME Flow AR app
● 3. Experience with FME Realize
1. Author
Source Data. GIS layers, DEM, 3D Assets, Styles
FeatureReader is the key
● FME Realize sends location to Flow
{
"coordinates": [-122.8214, 49.30681],
"type": "Point"
}
● Create point from location , reproject (if
needed), buffer to create area of interest.
● Read data using Area of Interest
Turning points into 3D assets
Turning lines into 3D assets
Lizard Lane
● Shows text and attributes;
● Supports Markdown;
● Supports links;
● A key component for building experiences;
Feature Summary Attribute
fmear_feature_summary
**FME Lizard** is happy to see you
in *Augmented Reality*.
Welcome!
[Visit Safe Software for
more](https://www.safe.com)
Fmear_feature_summary value Displayed as
**Asset Type:** Fire Hydrants
**ID:** FH1234
[Attributes](https://flowinstance/SimpleAttributes.fmw?ID=FH1234&FEATURETYPE=FireHydrants)
Feature Summary Attribute
fmear_feature_summary
Fmear_feature_summary value specifies workspace to return live attributes!
}
Workspace snippet. Easy and powerful
Anchor: Easy to Understand, Hard to Grasp
● A simple point geometry;
● Defines user location in the model;
● Tells the model where in the world it is;
● Can be set manually or automatically;
● Requires 1 to 3 attributes:
○ fmear_location_feature (“anchor”)
○ fmear_anchor_latitude (optional)
○ fmear_anchor_longitude (optional)
Do I have to have an anchor?
What happens if I don’t have an
anchor?
Results in Data Inspector
2. Deliver
Publishing Your Workspace
1. Creating FME Flow AR app
● Name (unique ID)
● Title (what users see)
● Description (supports
formatting)
● Repository
(only repositories with workspaces that
contain FMEAR writer appear here)
● Workspace
(only workspace that contain FMEAR
writer appear here)
Any workspace that has an FME AR Writer can be used.
2. Creating the FME Flow AR app
Parameters ● Device Geolocation
● Other Parameters
3. Creating FME Flow AR app
Customization
● Browser Icon (optional, find a unique
icon for your app)
● Heading and Footer banners, colors,
text, logos
3. Experience
Using a GNSS Receiver for More Accurate
Placement
● Connect an external bluetooth GNSS receiver to
improve location accuracy
● FME Realize uses the device's location source
automatically — no extra setup
● Ideal for aligning models with real-world infrastructure,
down to sub-meter accuracy
Thank you Eos Positioning Systems for providing with
GNSS receivers to test with FME Realize
Using a GNSS Receiver for
Accurate Placement in the Field
Built-in GPS External sub-meter GNSS
Background Imagery for
Model Placement
● Use aerial imagery as a visual
reference when placing models
○ WebMapTiler is your friend
● Simply match the map marker with
your location
● Enables precise placement, even
matching the accuracy of a GNSS
receiver
Model Adjustment
● Slide the model with one finger to
reposition it precisely
● Rotate with two fingers to match the
real-world orientation
● Lock it in place when you're satisfied —
no accidental moves afterward
Using FME Realize for QA/QC
● Compare data with the real world and
instantly see where data doesn’t match
reality.
● When some features align but others
don’t, you can see what data is incorrect
● Great for identifying data problems that
can only be done in the field!!
● Use known control points and reliable
data types to verify spatial accuracy
3
Endless
Possibilities with
FME Realize
FME Realize GivesYou Endless
Possibilities.
From here, it's up to you — your data, your workflows,
your imagination
Create a starting point for your
Experiences
● You decide what users see first: a toolbox,
an FME Gallery app, a homepage, a single
button, or a full dashboard
● Built entirely with FME — just a workspace
and a bit of HTML/CSS/JS if needed
● Your data, your logic, your design
Viewing Attributes
● Only loads attributes when requested —
always up-to-date and efficient;
● What to show, how to show it — all
controlled by your workspace writing an
HTML;
● Table layout, colors, fonts, even icons —
it’s your design, not a Safe Software
template.
Editing Attributes
● Go beyond viewing — let users update
attributes through forms or other actions
● Workspaces handle updates, whether direct
or triggered by other Experiences
● Attribute changes are stored and available
for retrieval instantly
Your Static Pages
● Display technical details, asset
characteristics, or 3D models — your design,
your content
● Ideal for embedding specs, schemas, maps
or interactive 3D scenes
● No workspace needed — just link it from your
toolbox or summary annotation
External Static Pages
● Open external resources like YouTube
videos, manuals, or cloud-hosted guides
● Great for field training, how-tos, or reviewing
past work
● Simply add a link — launch from a button,
annotation, or anywhere else
Connecting to IoT devices
● Connect to any IoT device with a web API —
from pressure sensors to air quality monitors
● Use an FME workspace to fetch, transform,
and visualize readings statically
● Add JavaScript for live updates — or let AI
help build it for you 📈
System Integration:
Cityworks & Beyond
● Create simple, field-friendly pages with big
buttons and easy forms
● Submit data to any system with an API —
Cityworks, Salesforce, asset platforms
● Behind it all? Just a couple of workspaces that
handles the request and talks to the system
AI + Audio Notes: Speak Freely,
Get Clarity
● Take spoken notes in any language, any
style — even casually or with slang
● AI transforms speech into polished,
professional English instantly
● Powered by FME + a workspace + a little AI
magic
AI-based QA for Smarter Data
Validation
● Check attributes and geometry in full
context — not just one rule at a time
● AI finds inconsistencies, suggests
improvements, and adapts to real-world
logic
Field Notes, Sketches, and AI
— All in One Workflow
● Capture a photo, and coordinates, write a quick
note through an FME Flow App
● Instantly open a sketch page to draw arrows to
highlight issues right on the photo
● AI interprets your sketch into structured data
● Get a clean, geolocated report inside FME
Realize
Introducing FME Realize: A New Era of Spatial Computing and AR
FME Realize is now available on the
Apple App Store.
At no cost for unlimited numbers of users or
devices.
Many Thanks to our Beta Testers
T. Baker Smith Reznik Infrastructure Systems
4
Conclusion
Summary
● Now use FME as an All-data,
Any-AI Spatial Computing
Platform.
● Put any data into real-world
context, instantly.
Experience your data
in FME Realize
30+
30K+
128
140+
25K+
years of solving data
challenges
FME Community
members
countries with
FME customers
organizations worldwide
global partners with
FME services
200K+
users worldwide
200K+
users worldwide
5
Resources
Resources
Tutorial: Getting Started with
Augmented Reality | FME Realize
This series explores the potential of AR
technology, how it works, and the FME
products that bring it to life.
9 minute video
Watch FME Realize in action—more
scenarios and ideas!
Get our Ebook
Spatial Data for the
Enterprise
fme.ly/gzc
Guided learning
experiences at your
fingertips
academy.safe.com
FME Academy
Resources
Check out how-to’s &
demos in the knowledge
base
support.safe.com
Knowledge Base Webinars
Upcoming &
on-demand webinars
safe.com/webinars
6
Next Steps
We’d love to help you get
started.
Get in touch with us at
info@safe.com
Experience the
FME Accelerator
Contact Us
A world where data is not just a
commodity but a catalyst for
real change.
fme.safe.com/accelerator
Next Steps
ClaimYour Community Badge &
Dive into the new Community!
● Get community badges for watching
webinars
● community.safe.com
● Today’s code: 88RUSX
Join the Community today!
Next Steps
7
Q&A
ThankYou
Recap of Next Steps
1 Follow us on LinkedIn!
2 Contact us
3 Experience the FME Accelerator
Please fill out our
webinar survey

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Introducing FME Realize: A New Era of Spatial Computing and AR

  • 2. Don Murray CEO Dmitri Bagh Scenario Creation Analyst, AR Product Strategist Meet the Presenters
  • 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 Introduction 2 How to Get Started with FME Realize: Author, Deliver, Experience 3 Endless Possibilities with FME Realize 4 Conclusion 5 Resources & Next Steps 6 Q&A Agenda
  • 6. Poll: How familiar are you with spatial computing?
  • 7. Poll: Have you used FME for mobile or field-based workflows before?
  • 9. Today, the Field Worker is Disconnected. Decisions are made on-site, but the data they need is trapped on a desktop.
  • 10. Missed Opportunity You have powerful spatial data – digital twins, 3D models, real-time sensors. But when that data is trapped in corporate systems : ● Opportunity is lost ● Productivity suffers ● Insights are missed
  • 11. What if you could experience your data. Live and in the real world? ● Not in charts ● Not in dashboards. ● But in the actual world where the data lives.
  • 12. A New Way to Experience Your Data FME Realize Introducing
  • 13. • FME Realize completes the FME Spatial Computing Platform. • See, understand, and interact with your data in the real world. • Powered entirely by FME Form and FME Flow. Augmented reality for the FME Platform FME Realize:
  • 14. Powered by the FME All-Data, Any-AI Platform Experience Spatial Computing. with FME Form. 1.Author with FME Flow. 2. Deliver with FME Realize. 3. Experience
  • 16. 1. Author workspace in FME Form 2. Deliver with FME Flow Experience in FME Realize From Data to Workspaces to Experience. Seamlessly. Data flows between Flow and Realize deliver a complete data Experience
  • 17. The only All-Data, Any-AI Platform. FME Form FME Flow All Data workflows are built here. Brings life to FME Form workflows FME Flow Hosted SaaS version of FME Flow fme.safe.com/platform FME Enterprise Integration Platform Safe & FME FME Realize Experience your data where it matters most. In context
  • 18. 2 How to Get Started with FME Realize
  • 19. Before we begin Quick look at what we want to create with our workspace(s): ● Transform geometry based on attributes (and see data in context right away!) ● Set summary annotations ● Display attributes ● Connect more tools
  • 20. From Data to Experience ● 1. Author a workspace in FME Form ● 2. Publish it as an FME Flow AR app ● 3. Experience with FME Realize
  • 22. Source Data. GIS layers, DEM, 3D Assets, Styles
  • 23. FeatureReader is the key ● FME Realize sends location to Flow { "coordinates": [-122.8214, 49.30681], "type": "Point" } ● Create point from location , reproject (if needed), buffer to create area of interest. ● Read data using Area of Interest
  • 24. Turning points into 3D assets
  • 25. Turning lines into 3D assets Lizard Lane
  • 26. ● Shows text and attributes; ● Supports Markdown; ● Supports links; ● A key component for building experiences; Feature Summary Attribute fmear_feature_summary **FME Lizard** is happy to see you in *Augmented Reality*. Welcome! [Visit Safe Software for more](https://www.safe.com) Fmear_feature_summary value Displayed as
  • 27. **Asset Type:** Fire Hydrants **ID:** FH1234 [Attributes](https://flowinstance/SimpleAttributes.fmw?ID=FH1234&FEATURETYPE=FireHydrants) Feature Summary Attribute fmear_feature_summary Fmear_feature_summary value specifies workspace to return live attributes! }
  • 28. Workspace snippet. Easy and powerful
  • 29. Anchor: Easy to Understand, Hard to Grasp ● A simple point geometry; ● Defines user location in the model; ● Tells the model where in the world it is; ● Can be set manually or automatically; ● Requires 1 to 3 attributes: ○ fmear_location_feature (“anchor”) ○ fmear_anchor_latitude (optional) ○ fmear_anchor_longitude (optional)
  • 30. Do I have to have an anchor? What happens if I don’t have an anchor?
  • 31. Results in Data Inspector
  • 34. 1. Creating FME Flow AR app ● Name (unique ID) ● Title (what users see) ● Description (supports formatting) ● Repository (only repositories with workspaces that contain FMEAR writer appear here) ● Workspace (only workspace that contain FMEAR writer appear here) Any workspace that has an FME AR Writer can be used.
  • 35. 2. Creating the FME Flow AR app Parameters ● Device Geolocation ● Other Parameters
  • 36. 3. Creating FME Flow AR app Customization ● Browser Icon (optional, find a unique icon for your app) ● Heading and Footer banners, colors, text, logos
  • 38. Using a GNSS Receiver for More Accurate Placement ● Connect an external bluetooth GNSS receiver to improve location accuracy ● FME Realize uses the device's location source automatically — no extra setup ● Ideal for aligning models with real-world infrastructure, down to sub-meter accuracy Thank you Eos Positioning Systems for providing with GNSS receivers to test with FME Realize
  • 39. Using a GNSS Receiver for Accurate Placement in the Field Built-in GPS External sub-meter GNSS
  • 40. Background Imagery for Model Placement ● Use aerial imagery as a visual reference when placing models ○ WebMapTiler is your friend ● Simply match the map marker with your location ● Enables precise placement, even matching the accuracy of a GNSS receiver
  • 41. Model Adjustment ● Slide the model with one finger to reposition it precisely ● Rotate with two fingers to match the real-world orientation ● Lock it in place when you're satisfied — no accidental moves afterward
  • 42. Using FME Realize for QA/QC ● Compare data with the real world and instantly see where data doesn’t match reality. ● When some features align but others don’t, you can see what data is incorrect ● Great for identifying data problems that can only be done in the field!! ● Use known control points and reliable data types to verify spatial accuracy
  • 44. FME Realize GivesYou Endless Possibilities. From here, it's up to you — your data, your workflows, your imagination
  • 45. Create a starting point for your Experiences ● You decide what users see first: a toolbox, an FME Gallery app, a homepage, a single button, or a full dashboard ● Built entirely with FME — just a workspace and a bit of HTML/CSS/JS if needed ● Your data, your logic, your design
  • 46. Viewing Attributes ● Only loads attributes when requested — always up-to-date and efficient; ● What to show, how to show it — all controlled by your workspace writing an HTML; ● Table layout, colors, fonts, even icons — it’s your design, not a Safe Software template.
  • 47. Editing Attributes ● Go beyond viewing — let users update attributes through forms or other actions ● Workspaces handle updates, whether direct or triggered by other Experiences ● Attribute changes are stored and available for retrieval instantly
  • 48. Your Static Pages ● Display technical details, asset characteristics, or 3D models — your design, your content ● Ideal for embedding specs, schemas, maps or interactive 3D scenes ● No workspace needed — just link it from your toolbox or summary annotation
  • 49. External Static Pages ● Open external resources like YouTube videos, manuals, or cloud-hosted guides ● Great for field training, how-tos, or reviewing past work ● Simply add a link — launch from a button, annotation, or anywhere else
  • 50. Connecting to IoT devices ● Connect to any IoT device with a web API — from pressure sensors to air quality monitors ● Use an FME workspace to fetch, transform, and visualize readings statically ● Add JavaScript for live updates — or let AI help build it for you 📈
  • 51. System Integration: Cityworks & Beyond ● Create simple, field-friendly pages with big buttons and easy forms ● Submit data to any system with an API — Cityworks, Salesforce, asset platforms ● Behind it all? Just a couple of workspaces that handles the request and talks to the system
  • 52. AI + Audio Notes: Speak Freely, Get Clarity ● Take spoken notes in any language, any style — even casually or with slang ● AI transforms speech into polished, professional English instantly ● Powered by FME + a workspace + a little AI magic
  • 53. AI-based QA for Smarter Data Validation ● Check attributes and geometry in full context — not just one rule at a time ● AI finds inconsistencies, suggests improvements, and adapts to real-world logic
  • 54. Field Notes, Sketches, and AI — All in One Workflow ● Capture a photo, and coordinates, write a quick note through an FME Flow App ● Instantly open a sketch page to draw arrows to highlight issues right on the photo ● AI interprets your sketch into structured data ● Get a clean, geolocated report inside FME Realize
  • 56. FME Realize is now available on the Apple App Store. At no cost for unlimited numbers of users or devices.
  • 57. Many Thanks to our Beta Testers T. Baker Smith Reznik Infrastructure Systems
  • 59. Summary ● Now use FME as an All-data, Any-AI Spatial Computing Platform. ● Put any data into real-world context, instantly. Experience your data in FME Realize
  • 60. 30+ 30K+ 128 140+ 25K+ years of solving data challenges FME Community members countries with FME customers organizations worldwide global partners with FME services 200K+ users worldwide 200K+ users worldwide
  • 62. Resources Tutorial: Getting Started with Augmented Reality | FME Realize This series explores the potential of AR technology, how it works, and the FME products that bring it to life. 9 minute video Watch FME Realize in action—more scenarios and ideas!
  • 63. Get our Ebook Spatial Data for the Enterprise fme.ly/gzc Guided learning experiences at your fingertips academy.safe.com FME Academy Resources Check out how-to’s & demos in the knowledge base support.safe.com Knowledge Base Webinars Upcoming & on-demand webinars safe.com/webinars
  • 65. We’d love to help you get started. Get in touch with us at [email protected] Experience the FME Accelerator Contact Us A world where data is not just a commodity but a catalyst for real change. fme.safe.com/accelerator Next Steps
  • 66. ClaimYour Community Badge & Dive into the new Community! ● Get community badges for watching webinars ● community.safe.com ● Today’s code: 88RUSX Join the Community today! Next Steps
  • 67. 7 Q&A
  • 68. ThankYou Recap of Next Steps 1 Follow us on LinkedIn! 2 Contact us 3 Experience the FME Accelerator Please fill out our webinar survey