NEW TECHNOLOGIES & THEIR REAL ESTATE IMPACTS Dutch Treat Breakfast Meeting February 12, 2018 Taylor Mammen, Managing Director

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NEW TECHNOLOGIES & THEIR REAL ESTATE IMPACTS 2018 Dutch Treat Breakfast Meeting February 12, 2018 Taylor Mammen, Managing Director

ABOUT RCLCO Since 1967, RCLCO has been the first call for real estate developers, investors, the public sector, and non-real estate companies and organizations seeking strategic and tactical advice regarding property investment, planning, and development. RCLCO leverages quantitative analytics and a strategic planning framework to provide end-to-end business planning and implementation solutions at an entity, portfolio, or project level. With the insights and experience gained over 50 years and thousands of projects touching over $5B of real estate activity each year RCLCO brings success to all product types across the United States and around the world. LMREOC February 12, 2018 2

10 TECHNOLOGIES TO MONITOR IMPACTS ON HOW WE USE REAL ESTATE» Technology-Enabled Flexibility» Autonomous Vehicles» Virtual & Augmented Reality» Automated Manual Labor» Automated Thinking IMPACTS ON HOW WE UNDERWRITE AND/OR FINANCE REAL ESTATE» Big Data & Machine Learning» Blockchain IMPACTS ON HOW WE CONSTRUCT REAL ESTATE» Construction Innovations» Internet-of-Everything» Smart Cities LMREOC February 12, 2018 3

HOW WE USE REAL ESTATE LMREOC February 12, 2018 4

TECHNOLOGY-ENABLED FLEXIBILITY IMAGE SOURCES: TechCrunch.com; upwork.com; linkedin.com; thestoragepress.com; updater.com; common.com LMREOC February 12, 2018 5

TECHNOLOGY-ENABLED FLEXIBILITY THE INNOVATION:» Efficiency, effectiveness, and scalability create new products that offer greater transparency and flexibility REAL ESTATE IMPACTS:» More supply than previously contemplated» More flexible use of real estate: shorter (or no) leases IMPLICATIONS TODAY:» Users re-thinking space needs and how they lease space» New institutional products» New demand segments LMREOC February 12, 2018 6

AUTONOMOUS VEHICLES IMAGE SOURCE: 6sqft.com LMREOC February 12, 2018 7

AUTONOMOUS VEHICLES THE INNOVATION:» Automated driving leads to a transportation revolution» Lower costs of commuting, shifts how people spend their time, changes land use needs REAL ESTATE IMPACTS:» Changing location characteristics» Changing parking and other design requirements» Changing urban and suburban land values IMPLICATIONS TODAY:» Rideshare platforms offering clues» Re-thinking garage designs and amounts of parking» Investors evaluating neighborhood impacts LMREOC February 12, 2018 8

VIRTUAL & AUGMENTED REALITY IMAGE SOURCE: windowscentral.com LMREOC February 12, 2018 9

VIRTUAL & AUGMENTED REALITY THE INNOVATION:» Location becomes less relevant for communication, collaboration, transactions, etc. REAL ESTATE IMPACTS:» How do you take into account virtual space/employee in an office?» Retail experiences become more virtual» Data centers! IMPLICATIONS TODAY:» Part of a broader threat to traditional office space and retail» Also impacts how we underwrite real estate LMREOC February 12, 2018 10

AUTOMATED MANUAL LABOR IMAGE SOURCE: actemium.com LMREOC February 12, 2018 11

AUTOMATED MANUAL LABOR THE INNOVATION:» Machines/robots take the place of humans in doing physical labor REAL ESTATE IMPACTS:» Re-designing real estate to accommodate robots (Kiva systems for Amazon, self checkout lanes in stores, self check-in for hotels, robot lawn maintenance and vacuums)» Location considerations change when human labor is less important IMPLICATIONS TODAY:» Warehouses are now built for robots (likely to increasingly impact location decisions)» Ongoing societal, economic, and political implications LMREOC February 12, 2018 12

AUTOMATED THINKING IMAGE SOURCE: forbes.com LMREOC February 12, 2018 13

AUTOMATED THINKING THE INNOVATION:» Computers replace jobs that require some level of thought (at increasing levels of complexity) REAL ESTATE IMPACTS:» Current tenants are either winners or losers thanks to AI» Significant data consumption leads to need for data centers IMPLICATIONS TODAY:» Shifts in performance by region, metro, or submarket are in part driven by automation» Buildings that house creative industries or their employees are outperforming LMREOC February 12, 2018 14

HOW WE UNDERWRITE AND/OR FINANCE REAL ESTATE LMREOC February 12, 2018 15

BIG DATA & MACHINE LEARNING IMAGE SOURCES: RCLCO.com; Zillow.com; compstak.com; mlstech.com; vts.com; realmassive.com; housecanary.com; gethightower.com; neighborhoodscout.com; reonomy.com; sitecompli.com LMREOC February 12, 2018 16

BIG DATA & MACHINE LEARNING THE INNOVATION:» Novel sources of data and/or unprecedented processing power allows analysts to draw predictive conclusions REAL ESTATE IMPACT:» Better business intelligence (risks, customers, etc.) drive better decisions» More efficient real estate markets?» Competitive advantages to those with unique data and insights IMPLICATIONS TODAY:» Lots of money flowing into real estate tech» New tools available for underwriting, risk management, customer relations and engagement, etc. LMREOC February 12, 2018 17

BLOCKCHAIN IMAGE SOURCE: twitter.com/telefonicab2b LMREOC February 12, 2018 18

BLOCKCHAIN (DISTRIBUTED LEDGER TECHNOLOGY) THE INNOVATION:» Decentralization of ledger information across many (all?) internet-connected devices, leading to faster transactions with lower costs and greater security REAL ESTATE IMPACT:» Potential disruptor to financial and title institutions and could meaningfully change real estate transaction processes» Further impacts to businesses that occupy office space IMPLICATIONS TODAY:» Financial institutions exploring use of blockchains in limited ways LMREOC February 12, 2018 19

HOW WE CONSTRUCT REAL ESTATE LMREOC February 12, 2018 20

CONSTRUCTION INNOVATIONS IMAGE SOURCE: 3dprint.com LMREOC February 12, 2018 21

CONSTRUCTION INNOVATIONS THE INNOVATION:» Dramatically reducing the time and/or cost of construction through automating more of the process, from manufacturing components offsite to 3-D printing buildings REAL ESTATE IMPACT:» Construct buildings with significantly less labor» Lower construction costs and/or risk» Replacement costs and land residual values meaningfully change IMPLICATIONS TODAY:» Factory-built real estate being introduced to the U.S. (important given labor shortages and increasingly stringent environmental requirements)» Even more automation is on its way LMREOC February 12, 2018 22

INTERNET-OF-EVERYTHING IMAGE SOURCE: latecnomundial.blogspot.com LMREOC February 12, 2018 23

INTERNET-OF-EVERYTHING THE INNOVATION:» Connecting previously inanimate or analog objects to the internet in order to drive better performance REAL ESTATE IMPACT:» Smart home technology becoming a reality» Dramatically improved building efficiency» Increased possibility of structural obsolescence IMPLICATIONS TODAY:» Need for flexibility in design and infrastructure! LMREOC February 12, 2018 24

SMART CITIES IMAGE SOURCE: blog.realestate.cornell.edu LMREOC February 12, 2018 25

SMART CITIES THE INNOVATION:» The logical conclusion of the internet-of-things at a metropolitan scale; significant interconnectedness to make cities safer, more efficient, productive, and pleasant REAL ESTATE IMPACT:» Requires reconfiguration of most cities current buildings and infrastructure» Winners and losers by location (are you in the network or not?) IMPLICATIONS TODAY:» Technology companies and governments are launching experiments» All previously discussed technology contributes to this outcome LMREOC February 12, 2018 26

IMPACTS LMREOC February 12, 2018 27

Degree of Impact on Real Estate Incremental Radical TIMING & DEGREES OF IMPACT Near-term Timing Long-term Big Data / Machine Learning Autonomous Vehicles Automated Thinking Blockchain Smart Cities Automated Manual Labor Tech-enabled flexibility Construction Innovations Internet-of-Everything VR & AR SOURCE: RCLCO LMREOC February 12, 2018 28

AUSTIN LA ORLANDO DC 221 W 6th St Suite 2030 Austin, TX 78701 11601 Wilshire Blvd Suite 1650 Los Angeles, CA 90025 964 Lake Baldwin Ln Suite 100 Orlando, FL 32814 7200 Wisconsin Ave Suite 1110 Bethesda, MD 20814 Taylor Mammen Managing Director / Director of Institutional Advisory P: (310) 282-0437 E: TMAMMEN@RCLCO.COM W: RCLCO.COM