Time Series Analysis of a REIT Portfolio

Financial modeling is a technical application as old as finance itself. Traditionally performed through excel sheets and various DCF models, I wanted to set out and use Machine Learning to build a predictive model for the movement of an asset’s price. Within a two week project time period, I set out to analyze and build predictive SARIMAX (Seasonal Auto-Regressive Integrated Moving Average with Exogeneity) models to capture the movement of eight different Real Estate Investment Trusts (REITs). Before we get into the data, it is essential to first understand the nature of a REIT. REITs are just like any other financial asset in that ownership represents a “share” of a companies profit. These companies own and operate income-producing real estate and are usually centric to a particular sector of real estate type (data centers, retail properties, Senior/Assisted living communities, healthcare, etc…). There are two main types of REITS:

Spotlight

Sunway Construction Group Berhad

Sunway Construction is founded upon the passion to deliver our clients’ aspirations on their projects. As a leader in turnkey building and infrastructure projects, Sunway Construction’s brand and reputation are built upon our delivery, dynamism, commitment to excellence and innovation. The company’s proven, world-class expertise is in building, civil engineering, geotechnical solutions, M&E solutions, concrete products, machinery and logistics. With a range of multi-disciplinary experience, we are able to tailor fully-integrated and cost-effective solutions for our clients, delivering effective design and build services.

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Real Estate Technology

Why there is Rising Demand for Green Properties?

Article | July 12, 2022

The belief that green properties bring multiple benefits for both residents and developers is becoming universal. The real estate buyers are realizing the integral role played by the green buildings in minimizing carbon emissions and contributing toward one of the biggest global agendas – Climate Change. Across the UAE, some landlords are evaluating the cost and the benefits of making their portfolios greener to meet the expectations of the property buyers as well as the tenants who are becoming more environment-friendly. Rising international focus on climate change, Conference of the Parties (COP26) summit and UAE’s net-zero initiative to minimize emissions and pledging to invest almost $165 billion in clean energy by 2050 are the other major reasons for the landlords to construct green buildings. Covid-19 has created an urge for employee safety to ensure they feel comfortable coming to the office. To take employee safety to the next level, corporations are choosing green properties to prioritize employees’ well-being and adapt to their occupational strategies and achieve their sustainability goals. What is a Green Building? The World Green Building Council (WGBC) defines a green building as – “a building that, in its design, construction or operation, reduces or eliminates negative impacts, and can create positive impacts, on our climate and natural environment.” Some of the features suggested by WGBC which make a building green include – Efficient use of energy, water, and other resources Use of renewable energy, such as – solar energy, pollution, and waste reduction measures, and the enabling of re-use and recycling Good indoor environmental air quality Use of materials that are non-toxic, ethical, and sustainable Consideration of the environment in the design Construction, and operation Consideration of the quality of life of occupants in design Construction, and operation Design that enables adaptation to a changing environment Exponential Rise in the Demand for Greener Properties There has been a huge rise in the demand for greener and energy-efficient properties not only in the UAE but across the Middle East. As per the Knight Frank – 2021 survey – proximity to green space and good air quality topped the list of location features and are more important to home buyers in the Middle East than their global counterparts. Half of the respondents cited the energy efficiency of their next home as being a ‘very important‘ issue, compared to 42% of global buyers. There has been a rising demand for green and energy-efficient properties in the UAE. The region is at the pinnacle in the Middle East in the national concentration of sustainable buildings and stands at the 14th spot in the world with 869 green-rated buildings, according to the 2nd edition of Knight Frank’s (Y)our Space report – 2021 which surveyed almost 400 businesses worldwide on their workplace strategies and real estate needs. This sends a strong signal to the developers and planners to embrace building green properties to attract eco-friendly homebuyers in the UAE. Reasons for Rising Demand for Green Properties Here are the top 7 reasons for the rising demand for Green Properties in the UAE 1. Increasing Awareness The last decade has witnessed a colossal rise in the awareness among the UAE real estate developers and homebuyers about sustainable construction practices and the adverse effects of climate change, rising energy consumption, and carbon emission on their health and life which has significantly increased the demand for greener properties. The rising awareness about the advantages of green buildings is very evident from the leading studies conducted recently. The research conducted by EcoMENA in 2021 titled – ‘Green Building Trends in the Middle East’ reveals that in the last decade, green building design has become a top priority of real estate developers across the Middle East. The number of LEED-registered buildings has increased rapidly across the region, from 623 in 2010 to more than 2500 in 2020. UAE is ranked among the top 10 countries that hold LEED certifications in the world with Dubai ranked 3rd in the list of cities having the highest number of LEED-certified buildings. UAE has more than 600 LEED-certified projects. 2. Supportive Government Policies UAE has launched the ‘Net-Zero by 2050 Strategic Initiative’ to reduce carbon emissions and will invest over AED 600 billion in renewable energy to minimize carbon emissions and move the nation towards cleaner energy. Other initiatives launched by the UAE to reduce carbon emissions which will increase the sales of green properties include – UAE Vision 2021, the UAE Centennial 2071, and the UAE Energy Strategy 2050, which sets a 50% target for clean energy in the country, among others. The UAE government has already established several sustainable development goals which serve as a guiding principle for most upcoming real estate projects in the region. 3. Lower Construction & Operational Cost Research conducted by the World Business Council for Sustainable Development (WBCSD) reveals that the cost of installing green building features and technologies is significantly overestimated. Many developers perceive that the upfront cost of a green building is, on average, 17% higher than the original cost of a similar traditional building, however, that’s not true. The research by the U.S. Green building Council (USGBC) reveals the initial cost of a green building is only 2%-3% higher than its non-green counterpart. Moreover, green buildings consume 25%-35% less energy than non-green buildings and have 14% less operation and maintenance costs than their traditional counterparts. Modern property owners also prioritize renting or leasing green buildings or apartments due to their cost benefits. Green buildings also allow developers to save 20% of the initial construction cost annually by reducing energy consumption. Furthermore, green buildings allow developers to complete large-scale green projects at a much larger scale resulting in more revenues and business expansion. Using incentive technology such as Virtual Power Plants (VPP) combined with an onsite solar asset will further allow real estate developers to reduce the operational cost and utility cost and explore new models of maximizing income outside of increasing rent and making their properties more attractive for eco-friendly homes buyers. 4. Lower Rents & Service Charges Green properties are a win-win situation for every stakeholder. Due to their lower construction cost and energy consumption, green buildings have minimal operational costs. This is indeed good news for the homeowners and tenants as lower operational cost of the building leads to a reduction in their energy bills, service charges, and rents. The lower service charges and rents often result in higher resident satisfaction and occupancy rate for the landlords and developers. 5. The rise in Environment-friendly Buyers Rising awareness about the adverse impact of emissions on the health of humans as well as on the environment has attracted a number of homebuyers toward green properties. This is encouraging real estate developers to construct more green properties to foster quick sales. Two years ago we had to convince property developers to go green and think about efficient energy. The majority didn’t know what ‘green’ meant and assumed there was an extra cost attached. Now developers want to go green and some are achieving Leadership of Energy and Environmental Design (LEED) certification, an internationally recognized green building rating system. Many large developers are creating their own green design guidelines to be followed by smaller developers building on their plot of land.” Khalid Bushnaq, CEO of Energy Management Services (EMS) There has been an exponential surge in buyers prioritizing green properties as they support a cleaner environment for future generations. 6. Investors Prioritizing Greener Properties for Letting & Sales There has been a rise in the investors and businesses prioritizing the green credentials of a property while making their purchase decision. This will indeed spur their saleability and rentability in the coming days. To cater to the demand of modern and environment-friendly buyers, real estate developers are coming up with greener properties and are evaluating the cost and the benefits of greenifying their portfolios. 7. Rising Sustainability Concerns There have been rising concerns about sustainability among both residential & commercial clients. Corporates across the globe are showing great interest in going sustainable and prioritizing sustainable buildings for their offices. According to the 2nd edition of Knight Frank’s (Y)our Space report, “40% of firms have set a net-zero carbon target and, of those, 77% are aiming to achieve this by 2030. 87% of firms surveyed had less than half of their current global real estate portfolios either ‘green’ or ‘sustainable’. Rising sustainability concerns among the buyers will accelerate the sales and rents of the green properties and will play a crucial role in minimizing the emission rate of the UAE. Summary Here is the summary of the article – There has been a rise in the attractiveness of greener properties among buyers across the UAE to reduce carbon emissions and move towards a healthy lifestyle. Climate change, COP 26, and UAEs investment in clean energy by 2050 have been the major drivers in raising awareness of green properties Along with the residential, the commercial sector is also prioritizing moving their offices to green properties to prioritize employee’s safety and adapt to their occupational strategies A Green building is a building that, in its design, construction or operation, reduces or eliminates negative impacts, and can create positive impacts, on our climate and natural environment. The Knight Frank – 2021 survey on Middle East buyers reveals that proximity to green space and good air quality topped the list of location features. Half of the respondents considered the energy efficiency of their next home to be a ‘very important’ issue, compared to 42% of global buyers. UAE is ranked 14th in the world with 869 green-rated buildings The top reasons for the rising demand for green properties are as follows Increasing awareness Supportive government policies Lower construction & operational cost Lower rents & service charges Increase in environment-friendly buyers Investors Prioritizing Greener Properties for Letting & Sales Rising sustainability concerns among the buyers

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Real Estate Technology, Asset Management

Why Building Lifetime Engagement is Critical for Your Real Estate Business

Article | May 10, 2023

You may have heard the often-cited National Association of REALTORS® (NAR) statistic that 90% of homeowners would use their real estate agent again, but only 12% actually do. What you may not know is the reason behind it. According to Chris Stuart, president of PLACE, Inc., the real estate industry spends more on customer acquisition than any other industry but doesn’t invest the same amount in customer retention. The numbers back him up, with companies like Southwest and Marriott spending less than 3% of their marketing budget on customer acquisition, while the real estate industry spends a whopping 20% of its marketing dollars to add customers, only to lose them as they leave the closing table. Of course, retention in real estate is made more difficult by the fact that the average time between real estate transactions is five to seven years, not just a few weeks or months as it would be for retail or travel companies. Looking at other industries that focus more on customer retention, they do so not by offering a host of random services, but by creating a customer experience that brings people back over and over. With that in mind, here is a tactical approach that will allow you to prove your value month after month—for years to come.

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Real Estate Investment, Asset Management

A Guide to Measure Data-driven Real Estate Asset Management Services

Article | May 25, 2023

Explore the latest trends, tools, and strategies for optimizing data-driven real estate asset management services and achieving long-term success with a comprehensive guide to improving business ROIs. Contents 1 Importance of Data-driven Model for Real Estate Asset Management 2 Seven Steps to Measure Data-driven Asset Management 2.1 Defining the Purpose and Scope 2.2 Identifying the KPI 2.3 Determining the Sources 2.4 Collecting and Cleaning Data 2.5 Data Analysis 2.6 Performance Evaluation 2.7 Continuous Monitoring 3 Effectiveness Metrics for Data-Driven Asset Management 3.1 Occupancy Rate 3.2 Operating Expense Ratio 3.3 Tenant Retention Rate 4 Conclusion 1. Importance of Data-driven Model for Real Estate Asset Management As real estate technology continues to develop and become more cost-effective for both new and existing business structures, and as collaboration platforms, sensors, and smart devices continue to advance, the amount of data produced by commercial real estate assets is growing exponentially. This data can give real estate market participants like investors, asset managers, property managers, and tenants a competitive advantage and help them avoid disruption if they develop data-driven services and new business models centered on the specific needs of users, owners, or the property itself. However, only a concerted effort by all real estate stakeholders including builders, investors, owners, tenants, and service providers towards data-driven real estate asset management can optimize data to generate insights that improve performance and profitability. The significance of data-driven models in real estate asset management is growing as the models enable more informed decision-making and more efficient operations by collecting and analyzing data from various sources. Real estate asset managers can gain a greater understanding of the performance of their assets and make more informed management decisions. This can result in increased efficiency, profitability, and tenant satisfaction. 2. Seven Steps to Measure Data-driven Asset Management Measuring the effectiveness of data-driven real estate asset management services enables businesses to evaluate their current strategies and identify areas for improvement in the services they offer By following these steps to measure asset performance, processes, and activities, businesses can gain insights and make data-driven decisions to optimize performance and maximize returns. 2.1 Defining the Purpose and Scope The process of measuring data-driven real estate asset management services begins with a clear definition of the purpose and scope of the measurement. It involves conducting a comprehensive review of the business goals as well as identifying specific objectives and purposes for the strategies to develop a well-defined purpose and scope for measuring the effectiveness of asset management services. It helps to ensure that the real estate asset management services are aligned with the broader business strategy. 2.2 Identifying the KPIs Defining the purpose and scope of data-driven asset management is followed by identifying KPIs to measure success. It requires a clear understanding of critical areas of asset management and selecting quantifiable measures to define success factors and track progress. Choosing the right KPIs provides valuable insights into asset performance, enabling real estate executives and managers to make informed, data-driven decisions to optimize performance and maximize returns. 2.3 Determining the Sources Identifying the data type, including financial, property, market, and tenant, is essential to determine the sources for evaluating data-driven asset management services. After establishing the data requirements, the sources, such as internal systems and databases, third-party data providers, and publicly accessible data sources, are determined with data compliance and security as the determining factor. Determining sources ensures that the asset management data is trustworthy, current, and accurate, which impacts subsequent decision-making. This step provides the groundwork for data-driven decision-making. 2.4 Collecting and Cleaning Data Data collection and cleansing are essential for measuring data-driven asset management services. The collected data must be precise, exhaustive, and dependable for subsequent analysis and decision-making. The step involves validating the data for completeness and accuracy, eliminating errors, inconsistencies, and duplicates, and standardizing the data across all sources. The process identifies improvement opportunities, optimizing real estate asset management services for maximum efficiency and profitability. 2.5 Data Analysis Data analysis plays a critical role in measuring data-driven asset management services. After finalizing the data collection and cleaning step, the data is analyzed using various techniques such as statistical analysis, predictive modeling, and data visualization. These techniques help to identify trends, patterns, and relationships that provide insights into asset performance. Data analysis provides a more profound understanding of the performance of real estate assets, leading to improved efficiency, increased profitability, and enhanced tenant satisfaction. 2.6 Performance Evaluation Evaluation of data performance to comprehend improvements in the data-driven asset management services starts once the data is analyzed. The performance evaluation step involves comparing actual results to the established KPIs to determine whether the goals are being met or whether there are areas for improvement. It aids in identifying deviations from predetermined objectives and prompts and taking required corrective actions to realign with the business strategy. In addition, this step facilitates identifying improvement opportunities and ensures that real estate asset management services are optimized for maximum efficiency and profitability. 2.7 Continuous Monitoring Measurement of data-driven real estate asset management services ends with continuous monitoring. To ensure asset management strategies are working, continuously tracking and evaluating KPIs from earlier steps while identifying underperformance and improvement opportunities is involved in the last stage. Operation managers can make data-driven choices, identify risks and opportunities, and optimize asset management strategies for efficiency and profitability by monitoring real estate asset performance. In addition, it ensures that real estate asset management services remain effective over time and can adapt to market changes to maintain a competitive edge. 3. Effectiveness Metrics for Data-Driven Asset Management Effectiveness metrics for data-driven asset management services are the KPIs used to measure the success of data-driven strategies. These metrics help real estate executives and managers evaluate the performance of their assets and make data-driven decisions for maximum efficiency and profitability. 3.1 Occupancy Rate The occupancy rate is an essential metric in data-driven real estate asset management. This metric indicates the proportion of a property's rental units that are occupied at present. A higher occupancy rate suggests the property performs well, as more tenants occupy the units. Therefore, this metric can be used by real estate businesses to gauge the efficacy of their digital asset management strategies. 3.2 Operating Expense Ratio The operating expense ratio is used to evaluate a property's operational efficiency for data-driven asset management. It is calculated by dividing the operating expenses incurred by the property by the total rental income generated. It helps measure the proportion of income consumed by the expenses, such as maintenance costs, utilities, and commercial property management fees. A lower operating expense ratio indicates better cost control and efficient use of resources, resulting in increased profitability for the real estate asset. 3.3 Tenant Retention Rate In real estate asset management, the tenant retention rate is an essential metric that measures the proportion of tenants who choose to renew their lease agreements. It is an essential indicator of tenant satisfaction and the quality of property management services. A higher tenant retention rate indicates that tenants are satisfied with the property and management, resulting in a stable tenant base, lower vacancy rates, and decreased costs associated with tenant turnover. 4. Conclusion The significance of utilizing data-driven models for real estate asset management is rising due to digital real estate asset management, technological advancements, and the expansion of collaboration platforms, sensors, and intelligent devices. To gain a competitive edge and avoid disruption, stakeholders in the real estate industry must prioritize the development of data-driven services and innovative business models that cater to the unique needs of users, owners, and the property itself. In addition, the use of data-driven models can also lead to more efficient and informed decision-making, reducing costs along with increasing profits and improving real estate portfolio management.

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Real Estate Technology

How Real Estate Agents Can Master the Lead Nurturing Basics

Article | June 3, 2021

Is your real estate business set up for long-term success or do you hop from transaction to transaction, seeking clients who are ready to buy or sell immediately? Buyers and sellers who are ready to act now are great, but they’re just the bottom of a well-thought-out lead funnel. Most leads you receive could be anywhere from three months to a year or two away from making their transaction. If you plan to still be in real estate when the time comes, those leads could be incredibly valuable. Understanding Lead Nurturing One of the biggest decisions people will make in their life is whether or not to purchase a home. Most people will want to do some research and find out what exactly a real estate transaction entails before they become serious. As the first professional they talk to, you’re in a great position to close the sale…if you’re willing to work within their timeframe.

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Spotlight

Sunway Construction Group Berhad

Sunway Construction is founded upon the passion to deliver our clients’ aspirations on their projects. As a leader in turnkey building and infrastructure projects, Sunway Construction’s brand and reputation are built upon our delivery, dynamism, commitment to excellence and innovation. The company’s proven, world-class expertise is in building, civil engineering, geotechnical solutions, M&E solutions, concrete products, machinery and logistics. With a range of multi-disciplinary experience, we are able to tailor fully-integrated and cost-effective solutions for our clients, delivering effective design and build services.

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Real Estate Technology

SmartRent Launches Alloy SmartHome Hub+

Business Wire | January 25, 2024

SmartRent, Inc., the leading provider of smart home and property operations solutions for the rental housing industry, today announced the launch of Alloy SmartHome Hub+, the Company’s first thermostat with an integrated smart hub device developed under its Alloy SmartHome hardware brand. This innovative product, one of few on the market that integrates a thermostat with a smart hub device, operates on Z-Wave protocol and has less hardware to install and maintain. In addition to the built-in thermostat technology, Alloy SmartHome Hub+ establishes a single interface to control connected smart home devices, enabling users to turn off multiple lights in a home at once, remotely lock and unlock doors, receive alerts and automatically notify maintenance when a sensor detects a leak. “Alloy SmartHome Hub+, a device years in the making, is our latest solution that paves the way for the next generation of smarter living and working in rental housing,” said SmartRent CEO Lucas Haldeman. “Designed with our customers’ needs in mind, and inclusive of the feedback they’ve shared about the desire for less hardware, Alloy SmartHome Hub+ delivers sophistication and convenience, all while driving rent growth. Feedback from our beta pilot has been positive, and customer interest indicates eager demand to deploy this solution at scale. We are proud to bring Alloy SmartHome Hub+ to the market at large and to continue eliminating obstacles and easing implementation in the industry.” This high-value yet economical device builds upon existing SmartRent technologies by consolidating the hub hardware within a smart thermostat, which streamlines procurement, expedites installation and IoT setup. Alloy SmartHome Hub+ can be configured and paired with most HVAC systems and is compatible with smart locks, smart lights, leak sensors and other Z-Wave devices. About SmartRent Founded in 2017, SmartRent, Inc. is a leading provider of smart home and smart property solutions for the multifamily industry. The company’s unmatched platform, comprised of smart hardware and cloud-based SaaS solutions, gives operators seamless visibility and control over real estate assets, empowering them to simplify operations, automate workflows, benefit from additional revenue opportunities and deliver exceptional site team and resident experiences. SmartRent serves 15 of the top 20 multifamily owners and operators, and its solutions enable millions of users to live smarter every day.

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Real Estate Technology

EVORA Global Announces Acquisition of Metry

Business Wire | January 25, 2024

EVORA Global, a leading provider of tech-enabled sustainability solutions to the real asset industry, today announces its strategic acquisition of Metry, Europe’s number one platform for environmental data collection. The move will establish new standards in data excellence and technological innovation, delivering comprehensive data solutions for the global real estate and infrastructure investment industry. The acquisition signifies an improved level of data automation and quality for EVORA’s clients, achieved through direct connections to fiscal meters and hubs. This approach eliminates data gaps and reinforces the overall reliability of information provided into their analytics and content management platform, SIERA. EVORA's dedication to data quality and validation underscores the company's commitment to ensuring that all sustainability data is analytics-ready, combining external data sources with EVORA's expertise in regulations and carbon accounting, whilst simultaneously upholding the highest standards in the industry. Metry's customers will gain access to EVORA's expertise in setting strategy and implementing net-zero carbon initiatives in their real asset portfolios, broadening the value proposition available to them. This collaborative expertise - integrating human insights with advanced technology - is a testament to the forward-thinking approach of both companies. "We are thrilled to welcome Metry into the EVORA family," said Pradeep Menon, EVORA Global CEO. "This strategic acquisition marks a significant milestone in our journey to empower real asset investors with the tools and data needed to drive sustainable practices in the built environment. It will enable us to offer unparalleled services to our clients, solving for the climate challenge.” “This the perfect match,” said Magnus Hornef, Metry CEO and co-founder, who will be joining EVORA’s Executive Committee as Chief Data Officer. “We are enabling each other to make a bigger impact faster and I’m really excited about expanding our data collection capabilities to all of EVORA’s customers. It is a giant leap towards connecting every building with reliable data and automated collection.” About EVORA Global: EVORA Global is a premier sustainability advisor, providing comprehensive, industry-leading climate solutions for real asset investors. With over a decade of experience, EVORA is dedicated to addressing the climate challenge posed by the real asset industry, focusing on the needs of investors in the built environment. Its clients include many of the biggest names in global real estate, including Invesco Real Estate, Hines and M&G. Founded in 2011, the company now has over 200 staff and 150 clients. About Metry: Metry is the #1 platform for environmental data collection in Europe, with a primary focus on energy data. With over a decade of expertise, Metry empowers companies to develop and use energy-saving technologies and IoT solutions, contributing to real change for the environment. Currently serving over 200 companies in more than 10 countries, Metry is actively expanding internationally to offer full data collection coverage in Europe.

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Real Estate Technology

Cushman & Wakefield Collaborates with Microsoft to Enhance AI Technology Platform

Business Wire | January 25, 2024

Cushman & Wakefield, a global leader in real estate services, today announced the firm is working with Microsoft to deploy an advanced suite of artificial intelligence (AI) solutions. “We are committed to seamlessly integrating our people with the right technology and processes to enhance service offerings to our clients. Today’s launch of the use of Microsoft Azure OpenAI Service and Copilot for Microsoft 365 at Cushman & Wakefield again demonstrates our ability to pair robust technologies with market intelligence and expertise,” said Salumeh Companieh, Chief Information & Data Officer, Cushman & Wakefield. Since 2018, Cushman & Wakefield has been focused on aligning business, data, and operations. Results to date range from an 80% material reduction in operational cycle time, to a reduction of client supply chain costs via proprietary supply chain network optimization capabilities. Azure OpenAI Service Azure OpenAI Service is a cloud-based generative AI solution that offers customers a range of capabilities, including access to cutting-edge AI models, backed by the power of Azure. With Azure OpenAI Service, Cushman & Wakefield can benefit from the power of cloud computing, data analytics, and artificial intelligence to deliver innovative solutions for its clients and stakeholders. Azure OpenAI Service enables Cushman & Wakefield to create custom copilots that can enhance customer experience, improve operational efficiency, and increase competitive advantage. The platform enables developers to build, deploy, and manage AI solutions for various scenarios and domains. Some of the features of Azure OpenAI Service include machine learning, cognitive services, bot framework, computer vision, natural language processing, speech recognition and more. Microsoft Technology Centers Microsoft Technology Centers are facilities that provide immersive experiences and deep technical engagements in 50+ locations around the world. Microsoft Technology Center architects collaborate with academic, industry, and government partners to advance the state of the art in AI and create positive impact for society. The Microsoft Technology Center is providing Cushman & Wakefield with access to cutting-edge research, tools, and top specialists from Microsoft and its partners to develop powerful and adaptable applications that use AI features. It is also providing insight into various areas and problems that need AI solutions, with learning and improvement through feedback and advice. Copilot for Microsoft 365 Copilot for Microsoft 365 brings the power of next-generation AI, grounded in the user and company’s data, to Microsoft’s workplace productivity tools like Teams and Outlook and Word. It works alongside users to provide suggestions, summaries, generate, analyze and explore content and data across documents, presentations, spreadsheets, notes, chats, email, meetings, and more. Ensuring the safety and security of interactions with Generative AI is a crucial value driver for Cushman & Wakefield. Copilot for Microsoft 365 offers a high level of security for how the firm leverages GPT models, providing confidence that data is not exposed for training and does not leave the company’s ecosystem, thus safeguarding confidential information. “With this next generation of AI, we have a unique opportunity to accelerate innovation at Cushman & Wakefield and across commercial real estate,” said Laura Craig, General Manager, Data & AI, Microsoft. “We’re collaborating with Cushman & Wakefield to bring together AI advances that benefit from Microsoft Azure OpenAI Service and Copilot for Microsoft 365 to empower the firm’s professionals with new, AI-powered tools.” About Cushman & Wakefield Cushman & Wakefield is a leading global commercial real estate services firm for property owners and occupiers with approximately 52,000 employees in approximately 400 offices and 60 countries. In 2022, the firm reported revenue of $10.1 billion across its core services of property, facilities and project management, leasing, capital markets, and valuation and other services. It also receives numerous industry and business accolades for its award-winning culture and commitment to Diversity, Equity and Inclusion (DEI), Environmental, Social and Governance (ESG) and more.

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Real Estate Technology

SmartRent Launches Alloy SmartHome Hub+

Business Wire | January 25, 2024

SmartRent, Inc., the leading provider of smart home and property operations solutions for the rental housing industry, today announced the launch of Alloy SmartHome Hub+, the Company’s first thermostat with an integrated smart hub device developed under its Alloy SmartHome hardware brand. This innovative product, one of few on the market that integrates a thermostat with a smart hub device, operates on Z-Wave protocol and has less hardware to install and maintain. In addition to the built-in thermostat technology, Alloy SmartHome Hub+ establishes a single interface to control connected smart home devices, enabling users to turn off multiple lights in a home at once, remotely lock and unlock doors, receive alerts and automatically notify maintenance when a sensor detects a leak. “Alloy SmartHome Hub+, a device years in the making, is our latest solution that paves the way for the next generation of smarter living and working in rental housing,” said SmartRent CEO Lucas Haldeman. “Designed with our customers’ needs in mind, and inclusive of the feedback they’ve shared about the desire for less hardware, Alloy SmartHome Hub+ delivers sophistication and convenience, all while driving rent growth. Feedback from our beta pilot has been positive, and customer interest indicates eager demand to deploy this solution at scale. We are proud to bring Alloy SmartHome Hub+ to the market at large and to continue eliminating obstacles and easing implementation in the industry.” This high-value yet economical device builds upon existing SmartRent technologies by consolidating the hub hardware within a smart thermostat, which streamlines procurement, expedites installation and IoT setup. Alloy SmartHome Hub+ can be configured and paired with most HVAC systems and is compatible with smart locks, smart lights, leak sensors and other Z-Wave devices. About SmartRent Founded in 2017, SmartRent, Inc. is a leading provider of smart home and smart property solutions for the multifamily industry. The company’s unmatched platform, comprised of smart hardware and cloud-based SaaS solutions, gives operators seamless visibility and control over real estate assets, empowering them to simplify operations, automate workflows, benefit from additional revenue opportunities and deliver exceptional site team and resident experiences. SmartRent serves 15 of the top 20 multifamily owners and operators, and its solutions enable millions of users to live smarter every day.

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Real Estate Technology

EVORA Global Announces Acquisition of Metry

Business Wire | January 25, 2024

EVORA Global, a leading provider of tech-enabled sustainability solutions to the real asset industry, today announces its strategic acquisition of Metry, Europe’s number one platform for environmental data collection. The move will establish new standards in data excellence and technological innovation, delivering comprehensive data solutions for the global real estate and infrastructure investment industry. The acquisition signifies an improved level of data automation and quality for EVORA’s clients, achieved through direct connections to fiscal meters and hubs. This approach eliminates data gaps and reinforces the overall reliability of information provided into their analytics and content management platform, SIERA. EVORA's dedication to data quality and validation underscores the company's commitment to ensuring that all sustainability data is analytics-ready, combining external data sources with EVORA's expertise in regulations and carbon accounting, whilst simultaneously upholding the highest standards in the industry. Metry's customers will gain access to EVORA's expertise in setting strategy and implementing net-zero carbon initiatives in their real asset portfolios, broadening the value proposition available to them. This collaborative expertise - integrating human insights with advanced technology - is a testament to the forward-thinking approach of both companies. "We are thrilled to welcome Metry into the EVORA family," said Pradeep Menon, EVORA Global CEO. "This strategic acquisition marks a significant milestone in our journey to empower real asset investors with the tools and data needed to drive sustainable practices in the built environment. It will enable us to offer unparalleled services to our clients, solving for the climate challenge.” “This the perfect match,” said Magnus Hornef, Metry CEO and co-founder, who will be joining EVORA’s Executive Committee as Chief Data Officer. “We are enabling each other to make a bigger impact faster and I’m really excited about expanding our data collection capabilities to all of EVORA’s customers. It is a giant leap towards connecting every building with reliable data and automated collection.” About EVORA Global: EVORA Global is a premier sustainability advisor, providing comprehensive, industry-leading climate solutions for real asset investors. With over a decade of experience, EVORA is dedicated to addressing the climate challenge posed by the real asset industry, focusing on the needs of investors in the built environment. Its clients include many of the biggest names in global real estate, including Invesco Real Estate, Hines and M&G. Founded in 2011, the company now has over 200 staff and 150 clients. About Metry: Metry is the #1 platform for environmental data collection in Europe, with a primary focus on energy data. With over a decade of expertise, Metry empowers companies to develop and use energy-saving technologies and IoT solutions, contributing to real change for the environment. Currently serving over 200 companies in more than 10 countries, Metry is actively expanding internationally to offer full data collection coverage in Europe.

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Real Estate Technology

Cushman & Wakefield Collaborates with Microsoft to Enhance AI Technology Platform

Business Wire | January 25, 2024

Cushman & Wakefield, a global leader in real estate services, today announced the firm is working with Microsoft to deploy an advanced suite of artificial intelligence (AI) solutions. “We are committed to seamlessly integrating our people with the right technology and processes to enhance service offerings to our clients. Today’s launch of the use of Microsoft Azure OpenAI Service and Copilot for Microsoft 365 at Cushman & Wakefield again demonstrates our ability to pair robust technologies with market intelligence and expertise,” said Salumeh Companieh, Chief Information & Data Officer, Cushman & Wakefield. Since 2018, Cushman & Wakefield has been focused on aligning business, data, and operations. Results to date range from an 80% material reduction in operational cycle time, to a reduction of client supply chain costs via proprietary supply chain network optimization capabilities. Azure OpenAI Service Azure OpenAI Service is a cloud-based generative AI solution that offers customers a range of capabilities, including access to cutting-edge AI models, backed by the power of Azure. With Azure OpenAI Service, Cushman & Wakefield can benefit from the power of cloud computing, data analytics, and artificial intelligence to deliver innovative solutions for its clients and stakeholders. Azure OpenAI Service enables Cushman & Wakefield to create custom copilots that can enhance customer experience, improve operational efficiency, and increase competitive advantage. The platform enables developers to build, deploy, and manage AI solutions for various scenarios and domains. Some of the features of Azure OpenAI Service include machine learning, cognitive services, bot framework, computer vision, natural language processing, speech recognition and more. Microsoft Technology Centers Microsoft Technology Centers are facilities that provide immersive experiences and deep technical engagements in 50+ locations around the world. Microsoft Technology Center architects collaborate with academic, industry, and government partners to advance the state of the art in AI and create positive impact for society. The Microsoft Technology Center is providing Cushman & Wakefield with access to cutting-edge research, tools, and top specialists from Microsoft and its partners to develop powerful and adaptable applications that use AI features. It is also providing insight into various areas and problems that need AI solutions, with learning and improvement through feedback and advice. Copilot for Microsoft 365 Copilot for Microsoft 365 brings the power of next-generation AI, grounded in the user and company’s data, to Microsoft’s workplace productivity tools like Teams and Outlook and Word. It works alongside users to provide suggestions, summaries, generate, analyze and explore content and data across documents, presentations, spreadsheets, notes, chats, email, meetings, and more. Ensuring the safety and security of interactions with Generative AI is a crucial value driver for Cushman & Wakefield. Copilot for Microsoft 365 offers a high level of security for how the firm leverages GPT models, providing confidence that data is not exposed for training and does not leave the company’s ecosystem, thus safeguarding confidential information. “With this next generation of AI, we have a unique opportunity to accelerate innovation at Cushman & Wakefield and across commercial real estate,” said Laura Craig, General Manager, Data & AI, Microsoft. “We’re collaborating with Cushman & Wakefield to bring together AI advances that benefit from Microsoft Azure OpenAI Service and Copilot for Microsoft 365 to empower the firm’s professionals with new, AI-powered tools.” About Cushman & Wakefield Cushman & Wakefield is a leading global commercial real estate services firm for property owners and occupiers with approximately 52,000 employees in approximately 400 offices and 60 countries. In 2022, the firm reported revenue of $10.1 billion across its core services of property, facilities and project management, leasing, capital markets, and valuation and other services. It also receives numerous industry and business accolades for its award-winning culture and commitment to Diversity, Equity and Inclusion (DEI), Environmental, Social and Governance (ESG) and more.

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