indoor reality indoor reality mapping the indoors, one step at a time
TRANSCRIPT
Indoor Reality
Indoor RealityMapping the indoors, one step at a time
Indoor Reality
• Qualcomm Chair of EECS at Cal
• Sold technology to Google in 2006 that creates exterior 3D modeling of buildings via aerial and terrestrial data
Prof. Avideh Zakhor
Indoor Reality
Google has mapped over 5 million unique roads
From the earth to the moon and back….
…10 times
Indoor Reality
So why not map indoors?
Indoor Reality
Missing Floorplans
Slow Manual Technology
No GPS Indoors
Why not map the indoors?
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Indoor Reality
3D ModelsFloorplansIndoor Streetview
With a quick walk through, Indoor Reality generates…
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Indoor Reality
50+ student years of research50+ technical papers
Solved the “indoor GPS”
problem
Today2008
Development to date
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$4MM+ from Department of Defense
and ARPA-E
$1.75MM ARPA-E funding over 18 months
to commercialize hardware and software
Indoor Reality
Architecture, Engineering and Construction(AEC)
Commercial Real Estate(CRE)
Mapping the indoors means mapping buildings
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• Indoor Positioning
• 3D Models (planning)
• Project Management
• Documentation
• Indoor Positioning
• 3D Models (floor plans)
• Facilities Management
• Energy Audits
Indoor RealityWhy AEC?
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Global Construction Market
Source: McKinsey, Dassault Systems, PWC
In large projects over 30% cost overruns are common
Over 90% of large projects go over budget$7.2 trillion
25-30%Wasted for
inefficiencies
Corresponds to 10 % of U.S. GDP
Indoor RealityWhy AEC?
10 Source: McKinsey
25-30%Wasted for
inefficiencies
Indoor Reality
Lack of thorough measurements
Extra work needed on-site because of flawed drawings
Lack of understanding what is going on in the project
Inability to find mistakes quickly
Why projects go over budget?
Poor communication, information is lost
Conflicting interests between stakeholders
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Poor Planning
Organizational Design
Poor Execution
Indoor RealityWhat is being done today?
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Better Planning
Organizational Design
Better Execution
Current s
olutions are
slow and laborous
Static scanning for better measurements
BIM modeling for better drawings
Software for better project management
Better communication
Indoor Reality
c = 3.0 x 108 m/s2
Distance = c x time
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Legacy solution: Using static scanners for 3D models
Indoor Reality
Scan, scan and scan again!
Obtain point cloudsHang targets
Stitch together point clouds from scans
Revit modelingScan to BIM
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Legacy solution: Using static scanners for 3D models
Indoor Reality
1. Simultaneous localization and mapping2. Automated loop closure and stitching3. Automated surface reconstruction4. Automated floor plan generation5. Automated scan to BIM
A single, continuous walk through 3d model and other data products
RAPID &
AUTOMATED
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Using Indoor Reality to generate 3D models
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~15 minutes
2.5 hours to scan ~15 seconds
2.5 minutes to scan!
Indoor Reality
• 3d point clouds• Simplified/Complex 3d
meshes• Floor plans and room
extraction• Virtual walkthroughs• Indoor streetview –like visuals• Automated scan to BIM• Whole building energy models
• Indoor positioning and real time occupancy tracking
• Object identification and inventory
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Indoor Reality generates a range of data products
Indoor Reality
First and Only Automated Indoor Mapping Solution
Data Acquisition
100x faster!
Automated Workflow
30x faster!
Largest Catalog of Data Products
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Results
Indoor RealityAEC: Applications
Documentation
Error Detection
Remodeling/Renovation
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Indoor Reality
Indoor Reality
Tripod Scanner Drones Clipboard
Object Identification
Automation
AEC: Market Fit Assessment
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Indoor Capabilities
Accuracy
Speed of Capture
Ease of Use
Object Identification
Automation
Cost Effective
~
~
Indoor RealityAEC: ROI for $50 million Renovation Project
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Total Project BenefitDocumentation costs avoided $25,000+ Mistakes avoided b/c of clash detection $500,000+ As-built cost avoided $46,667= Total Benefits $571,667- Total Cost $326,304Total Project Benefit $245,363
Indoor Reality
Documentation Remodel/Renovation Error Detection All AEC
$1,750
$6,750 $2,900
$2,100
AEC: Market Opportunity ($ in millions)
Near term addressable Addressable with additional investment
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Indoor RealityWho is the Customer?
Wants more oversight and accountability
on projects
Wants better documentation
to settle disputes
Needs more accurate project
drawings for renovations
Needs to know what is
happening and where
mistakes are
Owner Architect/Engineer
Project Manager
Project Controls
Most immediate
pain, highest willingness to
pay23
Indoor RealityWhere do we enter?
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$400M
$6.8B
$2B
Immediate 2-3 years 5+ years
Market entry point with
early adopters
Expansion to rest of AEC
Long term opportunity in
building operation
Large construction firms
Small and Medium Construction
Firms
Commercial Real Estate
Early Adopters
Early Majority
Late Majority
Indoor RealityHow do we enter?
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Immediate 2-3 years 5+ years
Low Differentiation
High Differentiation Software as a Service
Outsourced to 3rd party scanning service providers
Scanning Services
Outsourced to 3rd party manufacturing partnersBackpack production
Indoor Reality Partners
Indoor RealityGrowth timeline
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Seed funding
Product development
for AEC
Pilot customer
Manufacture backpacks
Build sales force
2020Today
Expand to CRE
Indoor Reality
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Questions?
Alex Caffey Tero JannesMichelle
Leuenberger Boyan Kovacic Jon Prowse