This document discusses trends in the commercial real estate industry and predictions from industry experts. It covers how the industry is adapting to changes in technology, data access, customer engagement, and innovation. On the topic of data access, it discusses how real estate has always been data-driven but the industry is now tapping more into data analytics. It also highlights predictions that the number of firms relying heavily on data analytics will double by 2017. For customer engagement, it outlines how mobility and social media are changing expectations and allowing for more responsive experiences. Industry leaders say that in order to stay relevant, firms must analyze and adapt to trends in technology. The document advocates shifting the narrative in commercial real estate from one of "disruption" to "emp
1) The document discusses how digital intelligence powered by data and analytics can provide competitive advantages for organizations. It argues that to fully benefit, organizations need to be able to easily access, analyze, and act on both structured and unstructured data from various sources.
2) It describes how cognitive systems can understand data in new ways, allowing organizations to explore more types of information and generate new insights. This helps organizations overcome limitations that currently prevent them from utilizing much of their available data.
3) Empowering various roles across an organization to access and analyze data independently can accelerate innovation and improve business outcomes. Developers, data scientists, business professionals, CIOs, and others need tools and technologies that make the most of
Successful implementation of predictive analytics can feel unpredictable. There are risks that need to be consciously addressed, and successful implementation requires the right strategy. Join Anita Lauper Wood, Product Strategist, for a valuable session for product and technology leaders.
Technology is having a significant impact on the corporate finance field. Data analytics tools are driving efficiency and providing greater insights. Corporate finance teams are incorporating data science capabilities and recruiting staff with data analytics skills. While technology will not replace relationships, data analytics have potential to change transactions by combining various data sources to add insight for clients. Firms are working to upskill existing staff and bring new skills in-house to take advantage of opportunities in big data.
For this paper, we interviewed some of the leading voices in the connected car industry to uncover some of the trends influencing the market, and what it might mean for the future of any business seeking to capitalize on this radical change in how we live and move. We examine how these changes are fundamentally altering the talent landscape in the industry, heralding the arrival of a new breed of executives to fill an evolving talent gap in the mobility sector; created by the convergence of the traditional automotive sector and a myriad of outside influences.
Big Data; Big Potential: How to find the talent who can harness its powerLucas Group
Big Data is in its infancy but it holds great promise. The key to success is finding and keeping the talent with the skills necessary to obtain and analyze the data, ask the right questions, and present findings in a compelling fashion that makes sense for your organization.
What people think about when they say data drivenDrPaulWeber
The document discusses different perspectives people have on what it means to be data-driven. Some see it as measuring and tracking key performance indicators to observe metrics like conversion rates. Others view it as acting on shifting demands by analyzing trends to create content or forecast anomalies. Additionally, some consider data-driven to mean using data to prioritize tasks and decide where to focus efforts.
As companies of all sizes surge into the digital age, the same technologies driving radical change in business strategies and business models are also disrupting the workforce.Small and midsize Companies need to recruit, develop and retain workers with the agility, leadership, analytics and collaboration skills needed to meet business goals in this digital environment.
1) The document discusses how digital intelligence powered by data and analytics can provide competitive advantages for organizations. It argues that to fully benefit, organizations need to be able to easily access, analyze, and act on both structured and unstructured data from various sources.
2) It describes how cognitive systems can understand data in new ways, allowing organizations to explore more types of information and generate new insights. This helps organizations overcome limitations that currently prevent them from utilizing much of their available data.
3) Empowering various roles across an organization to access and analyze data independently can accelerate innovation and improve business outcomes. Developers, data scientists, business professionals, CIOs, and others need tools and technologies that make the most of
Successful implementation of predictive analytics can feel unpredictable. There are risks that need to be consciously addressed, and successful implementation requires the right strategy. Join Anita Lauper Wood, Product Strategist, for a valuable session for product and technology leaders.
Technology is having a significant impact on the corporate finance field. Data analytics tools are driving efficiency and providing greater insights. Corporate finance teams are incorporating data science capabilities and recruiting staff with data analytics skills. While technology will not replace relationships, data analytics have potential to change transactions by combining various data sources to add insight for clients. Firms are working to upskill existing staff and bring new skills in-house to take advantage of opportunities in big data.
For this paper, we interviewed some of the leading voices in the connected car industry to uncover some of the trends influencing the market, and what it might mean for the future of any business seeking to capitalize on this radical change in how we live and move. We examine how these changes are fundamentally altering the talent landscape in the industry, heralding the arrival of a new breed of executives to fill an evolving talent gap in the mobility sector; created by the convergence of the traditional automotive sector and a myriad of outside influences.
Big Data; Big Potential: How to find the talent who can harness its powerLucas Group
Big Data is in its infancy but it holds great promise. The key to success is finding and keeping the talent with the skills necessary to obtain and analyze the data, ask the right questions, and present findings in a compelling fashion that makes sense for your organization.
What people think about when they say data drivenDrPaulWeber
The document discusses different perspectives people have on what it means to be data-driven. Some see it as measuring and tracking key performance indicators to observe metrics like conversion rates. Others view it as acting on shifting demands by analyzing trends to create content or forecast anomalies. Additionally, some consider data-driven to mean using data to prioritize tasks and decide where to focus efforts.
As companies of all sizes surge into the digital age, the same technologies driving radical change in business strategies and business models are also disrupting the workforce.Small and midsize Companies need to recruit, develop and retain workers with the agility, leadership, analytics and collaboration skills needed to meet business goals in this digital environment.
Information 3.0 - Data + Technology + PeopleHubbard One
The document provides an overview of big data and its transformational value. It discusses how big data can drive value through case studies in technology and collaboration between CTOs and CMOs. It also identifies impediments to realizing big data's transformational value and provides recommendations to overcome these impediments through enhanced data policies and security, infrastructure improvements, organizational change, access to data, and CTO-CMO collaboration.
The importance of Data is growing every day. How is Data helping your business? The majority of companies fail to utilize their Data to the fullest, are you one of them?
The Future of Marketing - What will Marketing look like in 2021?Tom De Baere
What will marketing look like in 2021?
“Human society will change more the coming 20 years… than the last 300 years”
We now live in a world of exponential technological change.
2017 is the TURNING POINT of this Exponential Change.
Change appeared to go slow, but now everything will now begin to change,
all at the same time.
Algorithms will impact 1 billion human jobs in 2020
Everything is abundantly available. Everything goes to the cloud. Money. Books. Governments. Cities. Content becomes essentially free.
With everything being abundantly available, people change from owning ‘stuff’, to experiencing ‘stuff’. People want experiences.
Image recognition by computers is becoming better than humans.
Computers recognize voices, not just speech, already today.
You can ask anything, using smart ”agents”
By 2019 websites and apps become less important. In 2019, 20% of all brands will start abandoning their mobile apps, in favor of progressive and instant apps
What is REALLY happening here?
The interface is dissapearing
WHEN is this going to happen ?
Years from now, not decades
So the big question is…. What will marketing look like in 2021?
Everything will be about technology
We’ll move from products to total experiences
From brands to platforms
Nike+ is opening their fitness data to
3rd party developers.
Gillette lets men try on virtual beards and connects them with 3rd party products & services.
General Electric opens sensor data of their products to 3rd party suppliers.
And finally, what will your marketing JOB look like in 2021?
Marketing organization haven’t changed that much in the last 40 years. That is about to change. DRASTICALLY.
Everything that can be digitized and automated, will be replaced by Artificial Intelligence.
The reverse is also true… Everything that cannot be digitized and automated, will become
EXTREMELY VALUABLE
Top 5 marketing skills needed in 2021
Such as critical thinking and creativity.
And fluid teams
Strategic thinkers become critical to success
The era of the right brain has arrived
Creativity in content, data, technology & strategy becomes crucial
How can you
PREPARE
for 2021 ?
Get in touch
www.invisiblepuppy.com
Dimension Data is helping organizations accelerate their ambitions through technology innovation by providing expertise across data centers, networking, cloud, and cybersecurity. They take a services-led approach focused on understanding client needs and delivering business outcomes. Examples include creating a data analytics platform to transform the viewing experience of the Tour de France, adding IoT to monitor hospital equipment more closely, and implementing a connected conservation solution to help combat rhino poaching. Their goal is to optimize clients' digital transformations and hybrid IT environments.
Giving a New Meaning to Data Transformation - A CSC Case StudyGoodData
When CSC needed to establish a marketing engine that would not only create brand awareness for the company, but also allow them to track the value and path of a lead as it traveled through the buyer’s journey, their greatest challenge was data centralization. Regional marketing and sales teams were using disparate automation and CRM tools, resulting in poor communication and overlap. And without a single source of truth, there were no shared KPIs by which to measure the effectiveness of their efforts.
Powered by AI: Communications and Marketing in the Algorithm AgeMSL
MSL partnered with research firm Toluna to survey 1,846 marketing and communications leaders from Brazil, China, France, Germany, India, Italy, Poland, UK and US. We partnered with our colleagues at sister agency Publicis.Sapient who are experts in counselling companies and brands on the AI revolution.
As digital innovation blurs the lines between traditional sectors, TCS and Marketforce investigated how businesses delivering cutting-edge customer experience are raising the bar for all.
This report provides a pan-sector snapshot of current customer experience practice in Europe. We look at those sectors getting it right, why the rest are getting it wrong, and chart a course to customer-centric success through an holistic CX approach that will satisfy even the most high maintenance customer."
Big and Fast Data: The Rise of Insight-Driven BusinessMichael Bailey
The document discusses how big data is enabling business disruption in four key ways:
1) Using insights from big data to drive efficiency and cost reduction.
2) Leveraging insights to grow existing business streams by better understanding customers.
3) Tapping insights to pursue new revenue streams by disrupting markets through non-traditional business models.
4) Direct monetization of data itself by creating new data-focused business lines.
Dos dados à disruptura: Inovação através da Inteligência DigitalLilian Strassacappa
The document discusses how developing digital intelligence capabilities through data and analytics can help organizations innovate new digital business models and respond to digital disruption. It finds that "Digital Innovators" who are effective at innovating new digital business models are seeing stronger revenue growth. However, developing these capabilities requires a multifaceted approach involving technology, data, skills, and leadership to drive a data-driven culture. The most important thing organizations can do to close gaps is make a culture shift to embrace data-driven decision making.
Matt Astrachan: JLL's Perspective on Top Ten CRE Global Trends for 2016Matt Astrachan
The document summarizes the top 10 global commercial real estate trends for 2016. These include threats from increased geopolitical risk and cyber attacks; convergence of human resources and real estate strategies; an emphasis on enhancing user experience through workplace design and technology; sustainability efforts in response to COP21 climate goals; the impact of coworking and flexible workspaces; and opportunities emerging from data analytics and growth in emerging world cities. The implications are that real estate portfolios will need to become more fluid, digitized, experience-focused and sustainable to address these evolving challenges and opportunities.
Analytics Trends 2015: A below-the-surface lookDeloitte Canada
Big Data is a big deal for everyone these days and only growing in importance, especially when it comes to analytics generating actionable insights. Deloitte has identified eight significant analytics trends to watch in 2015 – including one supertrend that will impact everything else.
The biggest disruption of the digital age is the need to extract insight from data in a way that engenders trust. To make the best use of data, executives need to educate themselves — and use this insight to plan their data strategy now.
This document proposes a framework to better understand and address: 1) How we extract insight from data, and 2) How we use data in such a way as to earn and protect trust: the trust of customers, constituents, patients, and partners
Download the full report at: http://pages.altimetergroup.com/what-do-we-do-with-all-this-big-data-report.html
This document discusses how developing digital intelligence capabilities through data and analytics can help organizations innovate new digital business models and respond to digital disruption. It finds that "Digital Innovators" who are effective at innovating new digital business models are seeing stronger revenue growth. These organizations are better able to detect and respond quickly to changing market conditions. The document examines how Digital Innovators are leveraging data for both market insight and operational insight. It also discusses the challenges of developing a data-driven culture and the importance of that cultural shift for organizations looking to close the gap with Digital Innovators.
Accenture Communications Industry 2021 - Connectivity Optimizeraccenture
The document discusses strategies for telecommunications companies to optimize connectivity operations called the "Connectivity Optimizer" play. It describes embracing technologies like AI, analytics, cloud, and digital tools to become more efficient and effective. This would transform operations to address cost pressures and create conditions for innovation. A deeper dive into the Connectivity Optimizer play and other value plays can be found at the listed website.
HR Experts Share How Analytics are Shaping a #SmarterWorkforce.
“Adoption of new ways of looking at analytics will be a powerful force of growth and indicators of performance.”
- China Gorman @ChinaGorman
“Use data analytics to make everyone in HR be more strategic instead of tactical.”
- Joel Peterson @joelyoh
“When you find the right structure, you need to help people find the value of analytics.”
- Mike Woodward “Dr. Woody” @DrWoody
“Are you adopting analytics inside your company as you should? Using analytics to hire the right people is a culture question.”
- Meghan M. Biro @MeghanMBiro
“What data today that we hold precious will we not care about in the future?”
- Duke Daehling @DukeDaehling
“Strong leadership and integrating analytics is key to work in tandem to validate our human gut instinct.”
- Brian Moran @BrianMoran
“As we’re trying to move into analytics, we need to find a balance and keep the human in human resources.”
- Mike Haberman @MikeHaberman
To learn about IBM workplace analytics solutions,
visit ibm.com/kenexa-unlocked
#SmarterWorkforce
This is First Round's effort to provide an in-depth snapshot of what it's like to run a technology startup in 2018. We surveyed over 520 venture-backed founders who volunteered their experience and opinions.
The Second Machine Age is upon us, according to Erik Brynjolfsson and Andrew McAfee of MIT. This era is defined by machines that can perform cognitive tasks previously only done by humans. Two defining digital technologies are big data and machine intelligence/robotics. Brynjolfsson and McAfee believe this machine age will have a greater impact than the first industrial revolution due to exponential improvements in computing and the combinatorial nature of digital innovation. However, most organizations have focused digital transformations on the customer experience while neglecting opportunities in automating operational processes using these technologies.
The document summarizes key findings from PwC's 19th Annual Global CEO Survey, which interviewed 1,409 CEOs from 83 countries. CEOs are facing a complicated global environment with many uncertainties. They are less optimistic about global economic growth prospects and their own revenue growth. Top concerns include over-regulation, geopolitical uncertainty, and exchange rate volatility. While the US and China remain top markets, CEOs see opportunities in India, Brazil and other countries. They anticipate a shift towards a multi-polar world with multiple economic models, regionalization, and differing belief systems.
2016 q3 McKinsey quarterly - elevating the customer experienceAhmed Al Bilal
This document provides an overview and summary of the Spring 2016 issue of the McKinsey Quarterly. It discusses two main articles - a CEO guide on delivering excellent customer experiences and an article on how new CEOs can boost their company's performance. Additionally, it mentions other articles in the issue on topics like digital disruption, data analytics in HR, and using data in the Middle East/Africa region. The summary is designed for time-starved executives to get a quick sense of the key insights and topics covered in the issue.
Unlocking the Value of Big Data (Innovation Summit 2014)Dun & Bradstreet
Big Data is central to the strategic thinking of today’s innovators and business executives as companies are scrambling to figure out the secret to transforming Big Data to Big Insight and that Insight into Action. As many companies struggle with the emerging technologies and nascent capabilities to discover and curate massive quantities of highly dynamic data, new problems are emerging in the form of how to ask meaningful questions that leverage the “V’s” of large amounts of data (e.g. volume, variety, velocity, veracity). In the Business-to-Business space, these challenges are creating both significant opportunity and ominous new types of risk. This presentation discusses how companies are reacting to these changes and provide valuable insight into new ways of thinking in a world with overwhelming quantities of data.
Encompass is a data visualization and management platform that helps reduce the hidden costs of acquiring, interpreting, and managing commercial data. It facilitates searching, reviewing, interpreting, and managing relevant commercial information quickly. By making information easy to discover, map, cluster, and filter visually, it helps reduce human error and inefficiencies between operational silos. The document outlines the challenges of commercial data management and how Encompass can provide solutions by forming an integral part of a lean data management approach through visualization and going beyond visualization.
Information 3.0 - Data + Technology + PeopleHubbard One
The document provides an overview of big data and its transformational value. It discusses how big data can drive value through case studies in technology and collaboration between CTOs and CMOs. It also identifies impediments to realizing big data's transformational value and provides recommendations to overcome these impediments through enhanced data policies and security, infrastructure improvements, organizational change, access to data, and CTO-CMO collaboration.
The importance of Data is growing every day. How is Data helping your business? The majority of companies fail to utilize their Data to the fullest, are you one of them?
The Future of Marketing - What will Marketing look like in 2021?Tom De Baere
What will marketing look like in 2021?
“Human society will change more the coming 20 years… than the last 300 years”
We now live in a world of exponential technological change.
2017 is the TURNING POINT of this Exponential Change.
Change appeared to go slow, but now everything will now begin to change,
all at the same time.
Algorithms will impact 1 billion human jobs in 2020
Everything is abundantly available. Everything goes to the cloud. Money. Books. Governments. Cities. Content becomes essentially free.
With everything being abundantly available, people change from owning ‘stuff’, to experiencing ‘stuff’. People want experiences.
Image recognition by computers is becoming better than humans.
Computers recognize voices, not just speech, already today.
You can ask anything, using smart ”agents”
By 2019 websites and apps become less important. In 2019, 20% of all brands will start abandoning their mobile apps, in favor of progressive and instant apps
What is REALLY happening here?
The interface is dissapearing
WHEN is this going to happen ?
Years from now, not decades
So the big question is…. What will marketing look like in 2021?
Everything will be about technology
We’ll move from products to total experiences
From brands to platforms
Nike+ is opening their fitness data to
3rd party developers.
Gillette lets men try on virtual beards and connects them with 3rd party products & services.
General Electric opens sensor data of their products to 3rd party suppliers.
And finally, what will your marketing JOB look like in 2021?
Marketing organization haven’t changed that much in the last 40 years. That is about to change. DRASTICALLY.
Everything that can be digitized and automated, will be replaced by Artificial Intelligence.
The reverse is also true… Everything that cannot be digitized and automated, will become
EXTREMELY VALUABLE
Top 5 marketing skills needed in 2021
Such as critical thinking and creativity.
And fluid teams
Strategic thinkers become critical to success
The era of the right brain has arrived
Creativity in content, data, technology & strategy becomes crucial
How can you
PREPARE
for 2021 ?
Get in touch
www.invisiblepuppy.com
Dimension Data is helping organizations accelerate their ambitions through technology innovation by providing expertise across data centers, networking, cloud, and cybersecurity. They take a services-led approach focused on understanding client needs and delivering business outcomes. Examples include creating a data analytics platform to transform the viewing experience of the Tour de France, adding IoT to monitor hospital equipment more closely, and implementing a connected conservation solution to help combat rhino poaching. Their goal is to optimize clients' digital transformations and hybrid IT environments.
Giving a New Meaning to Data Transformation - A CSC Case StudyGoodData
When CSC needed to establish a marketing engine that would not only create brand awareness for the company, but also allow them to track the value and path of a lead as it traveled through the buyer’s journey, their greatest challenge was data centralization. Regional marketing and sales teams were using disparate automation and CRM tools, resulting in poor communication and overlap. And without a single source of truth, there were no shared KPIs by which to measure the effectiveness of their efforts.
Powered by AI: Communications and Marketing in the Algorithm AgeMSL
MSL partnered with research firm Toluna to survey 1,846 marketing and communications leaders from Brazil, China, France, Germany, India, Italy, Poland, UK and US. We partnered with our colleagues at sister agency Publicis.Sapient who are experts in counselling companies and brands on the AI revolution.
As digital innovation blurs the lines between traditional sectors, TCS and Marketforce investigated how businesses delivering cutting-edge customer experience are raising the bar for all.
This report provides a pan-sector snapshot of current customer experience practice in Europe. We look at those sectors getting it right, why the rest are getting it wrong, and chart a course to customer-centric success through an holistic CX approach that will satisfy even the most high maintenance customer."
Big and Fast Data: The Rise of Insight-Driven BusinessMichael Bailey
The document discusses how big data is enabling business disruption in four key ways:
1) Using insights from big data to drive efficiency and cost reduction.
2) Leveraging insights to grow existing business streams by better understanding customers.
3) Tapping insights to pursue new revenue streams by disrupting markets through non-traditional business models.
4) Direct monetization of data itself by creating new data-focused business lines.
Dos dados à disruptura: Inovação através da Inteligência DigitalLilian Strassacappa
The document discusses how developing digital intelligence capabilities through data and analytics can help organizations innovate new digital business models and respond to digital disruption. It finds that "Digital Innovators" who are effective at innovating new digital business models are seeing stronger revenue growth. However, developing these capabilities requires a multifaceted approach involving technology, data, skills, and leadership to drive a data-driven culture. The most important thing organizations can do to close gaps is make a culture shift to embrace data-driven decision making.
Matt Astrachan: JLL's Perspective on Top Ten CRE Global Trends for 2016Matt Astrachan
The document summarizes the top 10 global commercial real estate trends for 2016. These include threats from increased geopolitical risk and cyber attacks; convergence of human resources and real estate strategies; an emphasis on enhancing user experience through workplace design and technology; sustainability efforts in response to COP21 climate goals; the impact of coworking and flexible workspaces; and opportunities emerging from data analytics and growth in emerging world cities. The implications are that real estate portfolios will need to become more fluid, digitized, experience-focused and sustainable to address these evolving challenges and opportunities.
Analytics Trends 2015: A below-the-surface lookDeloitte Canada
Big Data is a big deal for everyone these days and only growing in importance, especially when it comes to analytics generating actionable insights. Deloitte has identified eight significant analytics trends to watch in 2015 – including one supertrend that will impact everything else.
The biggest disruption of the digital age is the need to extract insight from data in a way that engenders trust. To make the best use of data, executives need to educate themselves — and use this insight to plan their data strategy now.
This document proposes a framework to better understand and address: 1) How we extract insight from data, and 2) How we use data in such a way as to earn and protect trust: the trust of customers, constituents, patients, and partners
Download the full report at: http://pages.altimetergroup.com/what-do-we-do-with-all-this-big-data-report.html
This document discusses how developing digital intelligence capabilities through data and analytics can help organizations innovate new digital business models and respond to digital disruption. It finds that "Digital Innovators" who are effective at innovating new digital business models are seeing stronger revenue growth. These organizations are better able to detect and respond quickly to changing market conditions. The document examines how Digital Innovators are leveraging data for both market insight and operational insight. It also discusses the challenges of developing a data-driven culture and the importance of that cultural shift for organizations looking to close the gap with Digital Innovators.
Accenture Communications Industry 2021 - Connectivity Optimizeraccenture
The document discusses strategies for telecommunications companies to optimize connectivity operations called the "Connectivity Optimizer" play. It describes embracing technologies like AI, analytics, cloud, and digital tools to become more efficient and effective. This would transform operations to address cost pressures and create conditions for innovation. A deeper dive into the Connectivity Optimizer play and other value plays can be found at the listed website.
HR Experts Share How Analytics are Shaping a #SmarterWorkforce.
“Adoption of new ways of looking at analytics will be a powerful force of growth and indicators of performance.”
- China Gorman @ChinaGorman
“Use data analytics to make everyone in HR be more strategic instead of tactical.”
- Joel Peterson @joelyoh
“When you find the right structure, you need to help people find the value of analytics.”
- Mike Woodward “Dr. Woody” @DrWoody
“Are you adopting analytics inside your company as you should? Using analytics to hire the right people is a culture question.”
- Meghan M. Biro @MeghanMBiro
“What data today that we hold precious will we not care about in the future?”
- Duke Daehling @DukeDaehling
“Strong leadership and integrating analytics is key to work in tandem to validate our human gut instinct.”
- Brian Moran @BrianMoran
“As we’re trying to move into analytics, we need to find a balance and keep the human in human resources.”
- Mike Haberman @MikeHaberman
To learn about IBM workplace analytics solutions,
visit ibm.com/kenexa-unlocked
#SmarterWorkforce
This is First Round's effort to provide an in-depth snapshot of what it's like to run a technology startup in 2018. We surveyed over 520 venture-backed founders who volunteered their experience and opinions.
The Second Machine Age is upon us, according to Erik Brynjolfsson and Andrew McAfee of MIT. This era is defined by machines that can perform cognitive tasks previously only done by humans. Two defining digital technologies are big data and machine intelligence/robotics. Brynjolfsson and McAfee believe this machine age will have a greater impact than the first industrial revolution due to exponential improvements in computing and the combinatorial nature of digital innovation. However, most organizations have focused digital transformations on the customer experience while neglecting opportunities in automating operational processes using these technologies.
The document summarizes key findings from PwC's 19th Annual Global CEO Survey, which interviewed 1,409 CEOs from 83 countries. CEOs are facing a complicated global environment with many uncertainties. They are less optimistic about global economic growth prospects and their own revenue growth. Top concerns include over-regulation, geopolitical uncertainty, and exchange rate volatility. While the US and China remain top markets, CEOs see opportunities in India, Brazil and other countries. They anticipate a shift towards a multi-polar world with multiple economic models, regionalization, and differing belief systems.
2016 q3 McKinsey quarterly - elevating the customer experienceAhmed Al Bilal
This document provides an overview and summary of the Spring 2016 issue of the McKinsey Quarterly. It discusses two main articles - a CEO guide on delivering excellent customer experiences and an article on how new CEOs can boost their company's performance. Additionally, it mentions other articles in the issue on topics like digital disruption, data analytics in HR, and using data in the Middle East/Africa region. The summary is designed for time-starved executives to get a quick sense of the key insights and topics covered in the issue.
Unlocking the Value of Big Data (Innovation Summit 2014)Dun & Bradstreet
Big Data is central to the strategic thinking of today’s innovators and business executives as companies are scrambling to figure out the secret to transforming Big Data to Big Insight and that Insight into Action. As many companies struggle with the emerging technologies and nascent capabilities to discover and curate massive quantities of highly dynamic data, new problems are emerging in the form of how to ask meaningful questions that leverage the “V’s” of large amounts of data (e.g. volume, variety, velocity, veracity). In the Business-to-Business space, these challenges are creating both significant opportunity and ominous new types of risk. This presentation discusses how companies are reacting to these changes and provide valuable insight into new ways of thinking in a world with overwhelming quantities of data.
Encompass is a data visualization and management platform that helps reduce the hidden costs of acquiring, interpreting, and managing commercial data. It facilitates searching, reviewing, interpreting, and managing relevant commercial information quickly. By making information easy to discover, map, cluster, and filter visually, it helps reduce human error and inefficiencies between operational silos. The document outlines the challenges of commercial data management and how Encompass can provide solutions by forming an integral part of a lean data management approach through visualization and going beyond visualization.
The document is a report from the Economist Intelligence Unit that discusses the challenges of building a data-centric culture in organizations. It is based on a global survey of 395 executives. Some key points:
- Building the right organizational culture to realize business value from data analytics is now a priority for companies, as they have already invested in technology and talent.
- CEOs face the challenge of transforming company culture and how data is used. They must implement strategies from the top-down and engage employees.
- Successful data-driven companies are inspired by leaders who communicate a strong vision of how data can help the business and drive values like customer service. Leaders also provide expertise and education to help employees apply data.
Driving A Data-Centric Culture: The Leadership ChallengePlatfora
Embracing data as a corporate asset—and a source of competitive advantage—is not just a “good idea” that companies should consider. Such adoption will help determine the winners and losers across multiple markets and industries in the future.
In the last couple of years, corporate focus has shifted: first, from investing in the right technology and tools; then to acquiring the right talent and skills; and now to building the right organizational culture that can realize the business value of powerful big-data analytic tools.
Most organizations today are still focused on putting in place the right technology and talent, but others have evolved further and are working toward fostering a data-centric corporate culture.
This document discusses the role of Chief Human Resources Officers (CHROs) in driving business growth through people strategies. It finds that only 5% of large organizations have "High-Res" CHROs who effectively leverage data, technology and people to accelerate business reinvention and growth. These High-Res CHROs have advanced skills, particularly in systems thinking, financial acumen, leadership, technology and data, strategic talent development, and business acumen. They also have strong collaborative relationships across the C-suite and externally that allow them to provide insights and drive organizational change. The document argues that empowering CHROs in this way can help companies unlock an 11% productivity premium to support top-line growth.
This document discusses the rise of data-driven marketing and the live data stream available from consumers. It notes that while there is now more data available about consumers than ever before from various sources, many marketers are still unprepared to harness big data effectively. It explores some of the challenges marketers face in linking and analyzing diverse data sources in real-time to gain insights. Examples of Amazon's recommendations engine and how some brands are starting to personalize experiences based on live streaming data are provided.
The document discusses 10 key trends transforming facilities management:
1. Outsourcing is evolving to deliver more complex, integrated services and is expected to be a $1 trillion global market by 2025.
2. Workplaces must accommodate multi-generational workforces and balance needs of different age groups rather than focus on generational preferences alone.
3. Wellness programs that boost productivity and attract talent are increasingly important for employers.
4. Collaboration spaces that foster innovation are in higher demand.
5. Technology enables more data-driven decision making, personalized workspaces, and smart buildings with integrated sensors and systems.
6. Serviced offices and co-working spaces are growing in popularity to meet flexible
The Incidental Science of Organizational Growth via Digital Transformation RocketSource
Simply boosting top-line metrics, such as profitability, aren't enough to position digital transformation as a success. Pervasive access to data and insights are critical as consumer demands shift alongside technological advancements. We explore the mechanisms for knowledge dissemination that answer the rapid evolution of today's world and how to push organizations up the S Curve of Growth through digital transformation.
https://www.rocketsource.co/blog/organizational-growth-via-digital-transformation/?utm_source=slideshare&utm_medium=social&utm_campaign=profile-page&utm_term=digital-transformation
Create the engagement your customer wants and the outcomes your business needs. We had this published behind an email wall, but now making it public for everyone.
Bentley University partnered with labor market analytics firm Burning Glass to uncover which skills employers are looking for, what that means for the future of certain jobs, and how educational institutions should be preparing the next generation of our workforce.
The document discusses how enterprises are increasingly pursuing interconnection strategies to drive revenue growth in today's digital economy. It finds that the number of interconnected enterprises is expected to more than double by 2017. Interconnection provides quantifiable benefits like increased revenue opportunities and cost savings, with over a third of surveyed companies reporting over $10 million in value from interconnection solutions. However, enterprises face challenges in adapting old IT architectures to support new growth strategies dependent on interconnection across dispersed locations and cloud environments. Direct, secure interconnection is presented as a solution to issues like high latency, systems uptime, and cybersecurity risks in an era where workloads are moving beyond centralized data centers.
Trillion-dollar_difference_FOW_report(FINAL)Tania Lennon
This document discusses a study by Korn Ferry that quantifies the value of human capital versus physical capital globally and for several countries. The key findings are:
1) Human capital represents a potential value of $1,215 trillion globally, which is 2.33 times greater than the value of physical capital ($521 trillion).
2) For every $1 invested in human capital, $11.39 is added to GDP, indicating human capital generates significantly more value than the cost to acquire it.
3) However, the study found that CEOs perceive technology will create more future value than human capital and are more focused on technology than realizing the potential of their workforce.
4) This perception creates a
Seizing opportunities with AI in the cognitive economybaghdad
Citizens increasingly expect that they own their
own data.2
They also expect heightened service
standards and stewardship from Government.
Yes, most discussions around AI center around
the “potentially devastating negative use
cases and unintended consequences” but
leaders recognize that technology-inspired,
society-scale innovation now fueled by data
is (again) changing life as we know it.
Leaders also see similar patterns from the early
internet days and not only want to transform
the business of government, but to also enable
citizens to navigate the transition well and position
to seize the exponential opportunities of the
new era. All are now asking critical questions
regarding data and its nascent foundations:
• Who owns the ‘data’ in big data?
• Where does big data stop and privacy start?
The document discusses how enterprises are increasingly pursuing interconnection strategies to drive revenue growth in today's digital economy. It finds that the number of interconnected enterprises is expected to more than double by 2017. Interconnection provides quantifiable benefits like increased revenue opportunities and cost savings, with over 1/3 of surveyed companies reporting over $10 million in value from interconnection solutions. However, enterprises face challenges in adapting old IT architectures to support new growth strategies that rely heavily on interconnection across multiple locations and clouds. Direct, secure interconnection is presented as a solution to address issues like high latency, systems uptime, and cybersecurity risks in a way that public internet connections cannot.
In PR2020, experts give us their perspective on what’s coming next in terms of tech disruptions, and how they believe this will impact the work we do. We explore influence, data, human science and machines, and our relation to them as communications professionals, business owners, governments, and human beings.
Write to us to start a conversation on how we can help you distill actionable insights and foresights from conversations and communities.
For more information contact Pascal Beucler, SVP & Chief Strategy Officer, Global, MSL (pascal.beucler@mslgroup.com) and Melanie Joe, Consultant – Research & Insights, MSL (melanie.joe@mslgroup.com)
1. The document discusses how businesses are facing an explosion of data from various sources like sensors, social media, etc. and how traditional decision making is no longer sufficient to make sense of this complex data environment.
2. It introduces the concept of an "intelligent enterprise" that can harness new analytics capabilities to better analyze data, gain insights, and make optimized decisions in real-time.
3. Key opportunities for intelligent enterprises are to close information gaps, better understand risks and predict outcomes, extract relevant data across the organization, and use data to improve functions like sales and marketing. Those who apply these new approaches will outperform their peers.
The document discusses the emerging role of the chief data officer (CDO) in organizations. It summarizes that as data and analytics have become more important, having a single leader dedicated to developing an enterprise-wide data strategy is necessary to fully leverage data. The CDO can envision how to use data across the organization, activate real change by using data to impact the business, and transform the culture to be more data-driven. The document outlines barriers to establishing the CDO role but emphasizes the value they provide in making organizations more competitive through their data.
1. Organizations must tie DEI efforts directly to business outcomes in order to truly prioritize them and avoid failure. Embedding diversity initiatives throughout the organization is key to success.
2. Companies that focus on diversity efforts using data financially outperform those that do not. Research shows benefits like boosting creativity and innovation as well as increased profits.
3. When DEI is interwoven with how success is measured and the CDO is given resources and support, initiatives are more likely to achieve lasting impact and change.
Columbus is a listed IT services and consulting company with 2,000 employees serving customers worldwide. It helps ambitious companies transform, maximize and futureproof their business digitally, with expertise in retail, food, distribution and manufacturing industries. Columbus has over 28 years of experience helping more than 4,200 customers globally, and is headquartered in Denmark with offices worldwide.
2. 02
INTRODUCTION
INTRODUCTION 02
CONTRIBUTORS 03
ACCESS
Data Analytics 04
Business Impact 06
ENGAGE
Responsive Experiences 08
Visual Currency 10
Social ROI 11
INNOVATE
Challenge the Status Quo 12
Fail Forward 13
Diversity as Business Strategy 14
CONCLUSION 15
CONTRIBUTOR BIOS 17
FOOTNOTES 22
CONTENTSTHE NEW #CREcosystem
The commercial real estate industry (CRE) is experiencing one of the most profound
economic, social and cultural transformations in history. Globalization, rapid urbanization,
shifting demographics, and technological advances are ushering in unprecedented change
and today’s landscape looks dramatically different than it did even one decade ago. CRE
professionals are tasked with finding new ways to adapt to this fluid and on-demand
business landscape and in order to remain relevant and competitive in the digital era, the
industry as a whole must operate dynamically and iterate rapidly.
The unique mix of emerging technology and modern
consumption patterns present both an opportunity
and a challenge. “Going digital” involves redefining
operational efficiency, customer engagement, product
and service innovation, and workforce productivity.
Standards will replace themselves rapidly, as digital
leaders never cease imagining new ways to use
technology. Becoming a modern digital organization is
about much more than technological horsepower, tech-
savvy, and resources. Success in the digital age lies not
in the efficiency of technology, but in the human touch
and the acuity of the professionals who wield it.
We are still early on in the story of CRE’s modernization.
Change, innovation, transformation, adaptation – these
are not singular points in time or siloed efforts, but
rather, ongoing and iterative processes.
RealMassive’s objective in producing this report is
to open a dialogue to collectively and progressively
examine the trends modernizing our industry. While
technology is fundamental to new approaches, real
transformation involves redefining the relationship
between firm, professional and customer, and
rethinking how value is created. This report will shine a
light on the cultures of innovation and entrepreneurial
spirits of those raising the bar within CRE.
BY SHIFTING FOCUS TO THE INSIGHTS,
SOLUTIONS AND STRATEGIES OF FORWARD-
THINKERS, WE WILL REPOSITION THE
INDUSTRY’S NARRATIVE FROM ONE OF
“DISRUPTION” TO “EMPOWERMENT.”
As William Gibson famously said, “The future is
already here - it’s just not evenly distributed yet.”
These trailblazers use technology not as a static
means to an end, but as a dynamic tool, leveraging
algorithmic power with gut feel, computational
intelligence with human ingenuity.
3. 03
MARION CHANEY RYAN DENNISLINDA DAY HARRISON DAVID DUNN
BRANDON SEDLOFF EVAN STONE GRAHAM TRULL ERIK QUALMAN
MIKE FRANSEN
GREG HALLMAN JAY LAMYDR. J. NATHANIEL HOLLAND BONNIE MORATA BARBI REUTER
CONTRIBUTORS
#CREcosystem
4. 04
ACCESS
“CRE has a rich history filled with
data, but the industry is just
beginning to tap into its full potential
through actual statistical analyses
and data science. It is critical for
stakeholders to move beyond historic
ways to embrace new data-driven
approaches, success of which will
ultimately be gaged by knowledge-
driven entrepreneurship derived from
the data analytics. Gut instincts and
experiences lead to the important
ideas, hypothesis, and alternative
hypotheses that are worth testing
through rigorous statistical analyses,
results of which produce knowledge
that complements (and sometimes
contradicts) the initial gut instincts
and experience.”
Long before the advent of
smartphones, tablets, and cloud-
based apps, CRE was a data-
centric industry. In the words of
Dr. J. Nathaniel Holland, Chief
Research and Data Scientist for
NAI Global Partners,
"DATA IS MEANINGLESS
IF YOU CAN’T
INTERPRET IT... THAT’S
WHERE GUT INSTINCT
AND EXPERIENCE COME
INTO PLAY! AND AT THE
END OF THE DAY, REAL
ESTATE IS A PEOPLE
BUSINESS."
EVAN STONE, JLL >
DR. J. NATHANIEL HOLLAND >
DataAnalytics
ACCESS
#CREcosystem
5. #CREcosystem05
The process of manually translating data into insights
that enable business decision-making is laborious and
complicated, and often requires a unique data analytics
skill-set. According to JLL research, only 28% of commercial
real estate firms currently rely heavily on data analytics
to inform decisions. Organizations leading the CRE data
revolution may be considered “pioneers” today, but
BY 2017 THE NUMBER OF FIRMS FUELED
BY STRONG ANALYTICS IS EXPECTED TO
DOUBLE TO 56%.¹
For early adopters promoting change, timely access to
accurate and relevant data is evolving from competitive
edge to industry standard. With increased data access
and exponential growth in volume and complexity of
information, CRE will find itself in a new age of analytics.
“Data underlies sound CRE decisions -
access expedites and informs decision
making. Data contributes to decision
making but represents only one piece
of the puzzle. Culture, relationships,
aesthetics, synergy all contribute to
location decisions.”
< BARBI REUTER, Cushman & Wakefield | Picor
Through our ongoing dialogue with the industry, CRE
influencers have emphasized that data is only as useful as
it is accessible, and that real value is realized through the
experience, knowledge and human ingenuity with which
that data is managed. Cloud computing places data at our
fingertips, but successful integration is heavily dependent
on executive sponsorship, change management, and
organizational culture. As BONNIE MORATA of HPI Corporate
Services says,“The number one factor for cultivating a data-driven
culture is employee buy-in. Employees must understand the
benefits of data and be given the training and tools to utilize it.”
CRE’s data-revolution and the dawn of the analytics age will not
be defined by any one technology or tool, but by the dexterity,
skillfulness, and ingenuity of the human touch.
“Most data can be compiled to show an
opinion we want set forth, ex. demographics,
comparables, etc. It is how we interpret the data
that makes the difference.”
MARION CHANEY, GPE Commercial Advisors
“Data will never replace economic logic and
intuition, but I think data can play a large part
in confirming some of the things we believe from
our gut, and even better, can sometimes show us
that what we believe might not be true.”
GREG HALLMAN,
University of Texas at Austin
ACCESS: Data Analytics
DataAnalytics
ACCESS
6. #CREcosystem06
BusinessImpact The Altus Group CRE Innovation report
indicates that a large portion of CRE
data continues to live in silos, with nearly
one-third of the global CRE industry still
relying on spreadsheets as a primary tool
for asset and portfolio management. This
translates to approximately $11 trillion
(US) in CRE assets managed within
inefficient and nuanced spreadsheets.²
However, forward-looking pros are
leveraging the power of technology to
chip away at inefficient legacy systems
and propel CRE forward.
“Better data helps everyone make
better decisions - it can remove some
of the pricing power that comes with
lack of information. Overall, more
data is better for the industry.”
EVAN STONE, JLL
The positive impact and financial incentives resulting from timely
access to quality, relevant data are easy to identify and hard to
ignore. Research from the Harvard Business Review indicates that
firms ranking in the top one-third of their industry based upon
data-driven decision-making are, on average, five percent more
productive and six percent more profitable than their competitors.³
A landmark study from Sybase and the University of Texas at
Austin of over 150 Fortune 1000 firms quantifies the relationship
between incremental improvements in data and key performance
metrics of businesses. The study - “Measuring the Business Impacts
of Effective Data” - looks at five attributes of data - quality,
usability, intelligence, remote accessibility and sales mobility-
and demonstrates that even marginal investments in information
technology to improve any one or two of these attributes can have
dramatic impacts on overall business performance.
ACCESS: Business Impact
ACCESS
“Information, both real time and quality, is power
in CRE so the ability to gather and assemble this
data into actionable strategies is important.
Real estate will always be a local game and
it’s just as difficult to manage from a
distance from a spreadsheet as it is to
manage locally without any reliance on
data. It is the strategic combination of
the two that creates opportunity for
true value creation.”
MIKE FRANSEN, Parkway Properties >
7. #CREcosystem07
BusinessImpact THE KEY FINDINGS ARE IMPRESSIVE:
If the median Fortune 1000 business in the sample* increased the
usability of its data by just 10%, it would translate to an increase in
$2.01 billion in total annual revenue, and increase sales per employee
by 14.4%, or $55,900 in additional sales per employee annually.
Increasing both the quality of data and the ability of
salespeople to access it by just 10% more than
existing levels in the business, the average
Fortune 1000 company can increase
ROE by 16%.
If the average Fortune 1000 company
were to increase both intelligence
and accessibility of data by 10%,
ROA increases by 0.7%. That is the
equivalent of squeezing $2.87
million of additional income out
of the average Fortune 1000
business’s assets, assuming assets
remain fixed.⁴
*Sample size is 36,000 employees and
$388,000 in sales per employee
$2.01 B
While the conversation surrounding data analytics in CRE will continue to evolve, the
effective use of data will remain a non-negotiable for sound and scalable business
practices. Success in CRE’s data-driven future will be determined by the skillful
combination of strategy, culture and leadership.
“Data is creating more transparency and making business
processes more efficient. Yet we have a long long way
to go. Creating an objective, non-commercial learning
environment to share best practices, best needs and
challenges will help evolve both the technology and
real estate sides of our industry.”
< BRANDON SEDLOFF, ULI
“Commercial real estate has always been a murky market when compared to
publicly traded equities. In general, markets work better when information is
more readily available. It is my impression that pricing and capital flows are
enhanced by better data about assets, and I think overall, the CRE market is
moving towards more efficiency in pricing. For market participants, this is a
good thing because prices are likely closer to true value when markets
have better information, but it also makes it harder to find
undervalued assets and produce higher returns.”
GREG HALLMAN, University of Texas at Austin
ACCESS: Business Impact
ACCESS
ROE +16%
$2.87 M
8. #CREcosystem08
ENGAGE
ResponsiveExperiences
On April 3, 1973, Martin Cooper made the
first call from a handheld cellular telephone.
Ten years later, the first commercially
available cell phones went on sale in the
U.S. for almost $4,000 each; they weighed
2 lbs, offered a talk time of just 30 minutes
per battery charge and could store 30
phone numbers. Today, two iPhone 6s
handsets have more memory capacity
than the International Space Station.⁵ As
recently as the early 1990’s, most firms
communicated via landline telephones,
fax machines, and US mail. Contrasted
with today’s global connectivity, instant
transactions, and real-time collaboration,
the impact of mobility on business is nearly
impossible to fathom.
According to Gallup...
of smartphone users in the US keep
their phone near them ‘almost all
the time during waking hours’
the majority report checking their
phone at least a few times within
every hour
report keeping it near them at night,
even while sleeping⁶
ENGAGE
Americans spend an average
of 4.9 hours a day on their
smartphones⁷
The average American adult
over the age of 18 spends
more than 11 hours per day on
electronic gadgets⁸
Informate’s 2015 International
Smartphone Mobility Report finds
that the average American makes or
answers six phone calls per day, sends
and receives 32 texts, and spends
14 minutes on chat/VOIP and 26
minutes a day texting.⁹
Mobility and connectivity are
cornerstones in nearly every modern-
day business. Organizations are faced
with heightened expectations produced
by on-demand consumption of goods
and information, and CRE is no
exception. Our influencers recognize
the importance of maintaining relevance
in an ever-changing market and point
to technology and adaptability as
competitive advantages.
“Most of us spend more time out of the office
than we do in it. The ability to do the vast
majority of the things we typically do from
inside the office outside is critical to survival
and success. Mobile technologies empower
today’s leader to be fluid and not lose a beat.”
MIKE FRANSEN, Parkway Properties
“In order to stay relevant and successful in
this business, we must always be analyzing
and adapting ourselves to keep up with these
trends. Technology plays a crucial role in
this philosophy. Change is a part of staying
relevant. And as we know, it is important to
stay relevant in this industry.”
GRAHAM TRULL, The Kucera Companies
“Mobile technology and portability of
information has made customer responsiveness
almost instant today. As a wise man told me
once many years ago, if you are not saying
‘Yes’ and ‘Now’ to your customers they are
going to go elsewhere. Today we can do that
with mobile technology and everything MUST
be searchable. Mobile gives you every flavor
imaginable with a variety of different client
types with different needs.”
LINDA DAY HARRISON, theBrokerList
81+W81%
41+W41%
63+W63%
9. 09
ResponsiveExperiences
The quality of customer experience is
essential to broker and brand, and CRE
pros are quickly recognizing that impersonal
mass-market outreach strategies are no
longer viable. Until now, mobile and social
channels have predominantly been viewed
as complementary to traditional activities
such as research, relationship building,
and community leadership. Insights from
our panel reveal a much more dynamic,
interactive, and powerful experience
enabled by mobile and social-led customer
engagements. Social media has evolved
from a one-way communication channel
into an ongoing dialogue, growing into a
dynamic tool for customer engagement
and research. Through this lens, CRE pros
are using mobile and social technologies to
not only respond to shifting consumer and
market demands, but to actively shape the
industry around them.
Social networking is by far the
most popular online activity,
clocking in at an average of 1.8
hours or 30% of daily online time.¹⁰
Today there are more than
2.08 billion social media
accounts globally.
Over 186 million active social media
accounts in the United States.
As of Q4 2015, Facebook had 1.59 billion
monthly active users.¹¹ To put this number
into perspective, if Facebook were its own
country it would be the most populous
nation on earth (with China at ~1.3B).
One in every three professionals in the
world has a LinkedIn and the company’s
community of over 414,000,000
registered members is continuing to
grow at the rate of more than two new
members per second.¹²
Social and mobile technologies bring
the speed, scale and economics of the
Internet to social interactions while
infinitely expanding the possibilities of
increased flexibility. Twenty-first century
CRE customers are dynamic, interactive
participants of the digital world who
are constantly connecting, responding
and sharing amongst themselves and
brands, with little distinction between the
two. Social technologies exponentially
amplify customer reach and can deliver
insights that lead to more meaningful
relationships. Market knowledge is
no longer confined to the realm of
marketing studies, but can be acquired
by engaging the true content producers
- clients. Social and mobile technologies
provide natural, intuitive channels
for communication and collaboration
between colleagues, customers, and
service providers. They eliminate
traditional communication hierarchies and
enhance connections across geography,
unlocking unique value.
“You have to have your office connected, your workspace connected, and your home
connected or you’ll be left in the dust.” DAVID R. DUNN, SVN / Dunn Commercial
“Take risks, make mistakes, always analyze your progress and have fun with live
social media platforms. Social media centrally integrated and driving your marketing
endeavors means your team has their ears to the streets; always remaining up-to-
date on industry news and market insights.” RYAN DENNIS, Genea
“We want quality to be our hallmark. Feedback from our followers and traffic
analytics are vital to the measurement of our success. Our product is our ability to
connect people and make people feel welcome and highly valued.”
LINDA DAY HARRISON, theBrokerList
“It is important to meet people where they are with the appropriate information and
offerings. A big shift towards technology adaptation is coming with the technological
era and the influx of the millennial workforce. It is unavoidable. Externally, we are
moving our business and deliverables online where millennials are looking to fulfill their
needs. Millennials turn to the Internet when they need a product or service not the
yellow pages and it is important that we meet them where they are.”
BONNIE MORATA, HPI Corporate Services
“We use linkedIn to turn cold calls into warm calls. The CEO of Shazam told me, “If
you contact me and you cannot tell me who we both know, you have not done your
homework or you are probably not that good.” JAY LAMY, Aquila Commercial
“We understand that social media isn’t a tech play, it’s a relationship play. It’s living,
breathing...it’s your customer...your lifeblood. Social isn’t confined to marketing, PR, or
customer service. Social media is your customers, partners and employees. It touches
every facet of the business.The future of social media in CRE is full transparency
which will help make better decisions across the board for everyone involved in CRE.”
ERIK QUALMAN, Equalman LLC
“The more connected you can be with your client the more you are able to
communicate with them and share thoughts, ideas, and opinions. This not only
allows your client to become more knowledgeable of the business so that they
can make more informed decisions, but also builds trust between you and your
client. This is crucial as clients will likely not to business with people they do not
trust or understand.” GRAHAM TRULL, The Kucera Companies
ENGAGE
#CREcosystem
30+W30%
186 M
2.08 B
10. #CREcosystem10
Approximately 20% of the human brain is there purely for vision. Between 40 and
50% of the brain’s neurons are estimated to be associated with visual information
processing, compared to 10% for hearing and 10% for the other senses.²²
Consumer facing industries have always recognized the power of using visual language
to connect with customers, and CRE is no exception. The earliest known evidence
of advertising is a Babylonian clay tablet dating back to 3,000 BC with pictorial
inscriptions advertising the services of an ointment dealer, a scribe, and a shoemaker.²³
Images, colors and nonverbal cues have remained an essential part of developing
brand identity, effective marketing, and compelling content. Firms are infusing imagery
into their marketing campaigns, utilizing visual platforms such as , and to
engage younger consumers.
Many of the largest CRE firms — including CBRE, JLL, and Cushman & Wakefield —
have developed robust Instagram profiles and amassed thousands of followers, or
rather, “potential clients.”
VisualCurrency The explosive growth of social media as a staple in our personal and professional
lives has brought visual language to center stage. Researchers have found that
visuals with color increase willingness to consume content by 80%.¹³ Adding
color can increase viewers’ attention span and recall by up to 83%¹⁴ and 84%
of consumers note color as the primary factor in purchase decisions.¹⁵ Photos,
videos and infographics have become powerful tools for brands to communicate
and connect with consumers. Video content is shared nearly four times more than
other content across all platforms,¹⁶ image-based tweets obtain 150% greater
retweets, and Instagram’s brand engagement is 4.2% higher per follower than any
other social network.¹⁷ In 2015, Oxford Dictionaries made history by announcing that
would be their “word of the year.” According to their press release, “Emoji have
come to embody a core aspect of living in a digital world that is visually driven,
emotionally expressive, and obsessively immediate.”¹⁸
The human brain is hardwired to process information visually. Visual activity is linked
to almost everything we do, from cave paintings to modern media, humans have
been using visual stimuli to entertain, communicate and inform for nearly 200,000
years.¹⁹ Comparatively, verbal language has had a relatively short history, coming
into form approximately 40,000-50,000 years ago and the written word is still in its
infancy at only 5,000 years old.²⁰ Research from MIT reveals that the
human brain can process images in as little as 13 milliseconds - ten
times faster than the blink of an eye.²¹ Our sense of vision largely
dictates how we perceive and interact with the world around us.
ENGAGE: Visual Currency
ENGAGE
13 ms
11. #CREcosystem11
SocialROI The impact of social media is not confined to branding and marketing
initiatives. A 2012 Mckinsey Global Institute report (MGI) estimates
that becoming a social business can raise productivity of highly-
skilled knowledge workers, including managers and professionals,
by 20 to 25%.²⁴ MGI examined the current usage and evolving
application of social across four commercial sectors: consumer
packaged goods, retail services, advanced manufacturing, and
professional services. They found that social
integration could ultimately
contribute up to $1.3 trillion in
annual value by improving
productivity across the
value chain.²⁵ Two-thirds of this value
comes from improving collaboration
and communication within and across
enterprises. MGI reports that the average
interaction worker spends an estimated
28% of the workweek managing e-mail
and nearly 20% looking for internal
information or tracking down colleagues
to help with specific tasks. When
organizations leverage social platforms for
internal communications, messages become
content, and searchable records of
knowledge can reduce information-
seeking tasks by as much as 35%.²⁶
“We directly attribute our increase in brand recognition and thought leadership
in the Southern Arizona markets to our social and blogging strategies.”
BARBI REUTER, Cushman & Wakefield
To reap the full benefit of social technologies, organizations must adapt their
culture by reducing hierarchies and engendering trust. Ultimately, the power of
social hinges upon the full and enthusiastic participation of employees and their
willingness to share ideas and participate in constructive debate. Fostering
such an open and collaborative environment is far more challenging than
implementing the tools themselves.
“Social media will be the glue and soul that keeps CRE relevant, especially
on the office side. The lines between people’s work and personal lives
are more blurred now than ever before, and thus it becomes even more
critical that the level of activation in every venue be both well
curated and communicated.”
MIKE FRANSEN, Parkway Properties >
“We take a long-term approach to
define success of our overall social
media strategy. Since social media touches every facet
of the business the success is really tied to the
overall success of the company.”
< ERIK QUALMAN, Equalman LLC
ENGAGE: Social ROI
ENGAGE
$1.3 T
35+W-35%
12. 12
“We embrace innovation anyway we can. We stay on top of the current
real estate trends and implement and try any new types of innovation,
especially technology.”
DAVID R DUNN, SVN / Dunn Commercial
“We are constantly working to identify and be on the front end of new
technology that we feel is an enhancement to our platform and pivotal to
the way the industry behaves in general.”
MIKE FRANSEN, Parkway Properties
“Our real estate group is based on a culture of innovation. We are always
looking for new angles through which to view commercial real estate assets
and capital markets.”
GREG HALLMAN, University of Texas at Austin
ChallengetheStatusQuo
MIT Sloan Management Review and Deloitte’s 2015 Digital
Business Global Executive Study identifies strategy, not technology,
as the driver of digital transformation. The report notes, “The
strength of digital technologies — social, mobile, analytics and
cloud — does not lie in the technologies individually. Instead, it
stems from how companies integrate them to transform their
businesses and how they work.”²⁷ The same is true for the CRE
business ecosystem. When viewed holistically, the ways in which
CRE pros are integrating technologies into business workflows
demonstrate how digital can do much more than increase
operational efficiencies and profits.
Today’s digital consumer is always on, always connected and rarely makes
a decision without first consulting Google. As consumer expectations for
increasingly transparent and responsive services continue to rise, applying new
technology to legacy business practices will not be sustainable. CRE Influencers
at the digital frontier look far beyond the silos of search, social and mobile to
broaden their branded reach and connect with target clients at each point of the
customer journey. They demonstrate a willingness to experiment and integrate
technology solutions into CRE in order to deliver new and unique value to their
customer relationships. If we empower more professionals with knowledge and
tools that complement--not disrupt--their daily operations, we will see seismic
shifts in industry perception. CRE’s future is now: it is data-driven, customer-
centric, and rapidly adapting to modern technology.
INNOVATEINNOVATE
The modern digital age is defined by being agile and adaptive. We cannot effectively
participate in a connected, global marketplace with a 20th-century CRE model. Our panel
of industry influencers identified the following success factors for cultivating and fostering
innovation in their organizations.
Today’s CRE leaders are prepared and empowered to challenge the orthodoxies of the
traditional commercial real estate experience. As stated in the 2015 Digital Business
Global Executive Study, “A culture conducive to digital transformation is a hallmark of
digitally maturing companies… These organizations have a strong propensity to encourage risk
taking, foster innovation and develop collaborative work environments.”²⁸ Forward-thinking,
digitally advancing organizations seek to establish a culture of innovation that ensures
constant idea generation by employees while remaining highly efficient and productive.
13. 13
FailForward “We strive to actively support a culture of
innovation by routinely performing and
managing a number of different processes.
We work consistently to better ourselves
from both a technological and structural
standpoint. In this current ever-changing
market, it is crucial to stay up to date with
market trends and constantly analyze data
to maintain a competitive edge.”
GRAHAM TRULL, The Kucera Companies >
“Our motto is fail fast, fail forward,
fail better. Failure is an integral part
of innovation.”
ERIK QUALMAN, Equalman LLC
“Our innovation culture centers around
three words: Envision. Invent. Create.
Our aim is to constructively challenge
the status quo of excellent service for
our clients.”
< RYAN DENNIS, Genea
INNOVATE: Fail Forward
INNOVATE
Bold experimentation and stepwise
innovation are fundamental to modern
real estate development and urbanization
throughout the world. Businesses that
foster innovation recognize failure as
an invaluable prerequisite to success
and a foundational element of growth.
Failure indicates a hunger for continuous
improvement and demonstrates that
boundaries are being tested.
14. #CREcosystem14
DiversityasBusinessStrategy Innovation does not emanate
from the sudden flashes
of brilliance of a gifted
few. New ideas arise from
collaborative efforts among
individuals representing unique
backgrounds, experiences, and
ethnicities. Deloitte research
indicates that teams which
operate in an inclusive culture
outperform their peers by a
staggering 80%.²⁹
“We are actively prospecting
millennials for our brokerage
division because they add
an energy to the workforce.”
< MARION CHANEY,
GPE Commercial Advisors
“We are intentionally recruiting with an eye toward
diversity of generations, gender, ethnicity and life
experiences. This creates a team that more closely
mirrors our clients.”
BARBI REUTER,
Cushman & Wakefield | Picor
“If you’re serious about the future of your company
then you must consistently seek knowledge from and
about the youth. Generation Y is not only larger than
baby boomers in number, they are far more diverse.
The Census Bureau predicts caucasian children will
no longer make up a majority in just a few years.
That means that if you do not have a management
team that can communicate with people of different
backgrounds, experiences, and ethnicities, your firm
will struggle mightily.”
RYAN DENNIS, Genea
“Since its conception our firm has actively built a multi-
generational team with the idea that the younger
talent would propel the firm forward while the senior
leadership would anchor the firm in experience and
established practices. We resolutely believe one cannot
succeed without the other.”
BONNIE MORATA,
HPI Corporate Services
INNOVATE: Diversity as Business Strategy
INNOVATE
15. 15
CONCLUSION As the largest asset class in the world, the real estate sector’s economic forecast has profound
impact on the global economy. In September 2016, the S&P Dow Jones will promote Real Estate
to its own standalone sector in the Global Industry Classification Standard (GICS) structure.³⁰
The creation of a new sector in the GICS for Real Estate will make history as the first addition to
the original 10 headline sectors³¹ since the GICS was created in 1999. The decision to move real
estate out from under the Financials sector and elevate it as the 11th sector in the GICS cements
its position in the global economy and strengthens its reputation as the new Fourth Asset Class.
The World Economic Forum’s report,
“Understanding the Commercial Real Estate
Investment Ecosystem”, begins by establishing,
“The basis for any market, including commercial
real estate, is the ability to confidently and
dynamically assign current and future value to
the assets being exchanged as the market ebbs
and flows.”³² This presents significant issues for
the commercial real estate industry as it exists
today because “much of the market is based on
looking backward rather than looking forward.”
The report highlights CRE’s reliance on historical
data and backward-looking models as the defining
challenges for the industry, asking us to “Imagine
trying to drive a car by looking only at the rear
view mirror rather than through the windscreen—a
crash is not only likely, it is inevitable.”³³
AS REAL ESTATE MATURES INTO A NEW ASSET
CLASS AND GLOBAL REAL ESTATE INVESTMENT
GOES MAINSTREAM, THE #CREcosystem WILL
EVOLVE AND BECOME INCREASINGLY MORE
COMPLEX. FUTURE VIABILITY AND CRE SUCCESS
SHOULD BE INFORMED BY HISTORY, BUT
MARKET CHANGES WILL NEED TO BE EVALUATED
BY LOOKING FORWARD.
We have the opportunity to come together as a diverse and
infinitely resourceful community to proactively address the
challenges and opportunities surrounding an industry that is
the bedrock of our global economy. Ultimately, the question
is not if, when or which technologies will impact CRE, but
how are CRE’s emerging voices, market makers and industry
influencers using technology to shape the future of the
industry and what can we do to support them?
Conclusion
ACCESS
ENGAGE
INNOVATE
#CREcosystem
17. 17
Marion Chaney has been in the real estate business for
over 20 years. She worked for De Rito Partners in retail
real estate for eight years, and had been a residential
real estate agent in Colorado Springs before moving to
Scottsdale. Marion uses her strong analytical skills to
research demographics, comparable real estate properties,
investors, developers and real estate brokers, as well as
a variety of research projects from the brokers at GPE.
The combination of Marion’s commitment to GPE and
her skills make her one of the most qualified researchers
and assistants in the field and a valuable member of the
GPE Commercial Advisors team of professionals. Marion
was born and raised on the east Coast in New Jersey,
Pennsylvania and Maryland and moved to Arizona in 1995.
/marion-chaney-341b0122
Linda Day Harrison founded theBrokerList.com in an
effort to create efficiency and streamlined operations for
the commercial real estate industry, property and facility
management, leasing and brokerage. As a part of Linda’s
other work, she also founded ManagerLabs and with this
group, she is developing web applications, with a team
of programmers to solve some complex processes in the
commercial real estate and property management industry.
In addition, Linda is working with real estate company
owners and other business models to identify the path those
firms should take to embrace technology in today’s rapidly
and constantly evolving environment.
@dayharrison
/ldayharrison
Ryan Dennis is a visible management operations
communicator and orator. Last year, he was recognized
as one of the “Top 10 Most Influential Online Commercial
Real Estate People” by Duke Long. He is now an advocate
for the Internet of Things and smart building technology
with Genea. Dennis has managed operations teams
for four Fortune 500 companies. He has addressed
audiences of thousands in Miami, Los Angeles, New York
City, and Washington D.C. on various social issues. His
Twitter account, @RyanDennisLive, was listed as one of
the Top 75 Commercial Real Estate Twitter Accounts in
2015. He currently lives in Irvine, California where he
enjoys volunteering and reading.
@RyanDennisLive
/ryandennislive
MARION CHANEY
GPE Commercial Advisors
LINDA DAY HARRISON
theBrokerList
RYAN DENNIS
Genea
CONTRIBUTORS
18. #CREcosystem18
David is the owner and founder of Sperry Van Ness | Dunn
Commercial and leads his company for the DFW market. He has
20+ years of executive leadership experience specializing in the
sale and leasing of industrial, office and land properties. David’s
creativity and tenacity in dealing with complex transactions
combined with his commitment to excellence and professionalism
enabled him to exceed client expectations and become one of the
top full service commercial firms in Texas. He is past president and
vice president of the North Texas CCIM chapter and has served on
the Board of Directors for the North Texas Commercial Association
of Realtors and the Arlington Chamber Foundation Board member.
@DunnDeal1
/commercialrealestatedfw
Mike joined Parkway in 2006 and is currently responsible
for Parkway’s Houston and Austin operations, which
includes an over 7 million square foot office portfolio. In this
capacity, he oversees all day-to-day operations for the region
including property management, construction management,
leasing, and budgeting. Additionally, Mike serves as the
Designated Broker for Parkway in Texas and is responsible
for the company’s leasing efforts in the market. Prior to
Parkway, Mike spent five years serving in the US Army
where he worked in finance with assignments in Kosovo
and with the Defense Intelligence Agency. He received a
Master of Business Administration from Yale University’s
School of Management and a Bachelor of Science in Systems
Engineering from West Point.
/mike-fransen-7494903
Greg Hallman is an award-winning Senior Lecturer in the Department
of Finance at the McCombs School of Business where he teaches
undergraduate and graduate courses in investments, valuation, and
real estate finance. In addition to his teaching, Dr. Hallman serves as
the Senior Managing Director of McComb’s Real Estate Finance and
Investment Center (REFIC) and as faculty Director of the McCombs Real
Estate Investment Fund. Before joining the faculty at UT in 2002, Dr.
Hallman worked full-time in consulting for six years, starting with Putnam,
Hayes, & Bartlett in Palo Alto, CA in 1996, and finishing his full-time
consulting career as a Managing Director in the Silicon Valley office of
InteCap, Inc., later acquired by Charles River Associates. Dr. Hallman holds
a Ph.D. in finance from the University of Texas at Austin, an M.B.A. from
Tulane University, and a B.A. in chemistry from the University of Virginia.
/greg-hallman-6a3929
DAVID DUNN
Sperry Van Ness | Dunn Commercial
MIKE FRANSEN
Parkway Properties
GREG HALLMAN
University of Texas at Austin
CONTRIBUTORS
19. 19
Dr. J. Nathaniel Holland is a research scientist with 20 years of
experience in using the scientific method to extract information from
complex multi-dimensional data. He joined NAI Partners in 2014 as
Chief Research and Data Scientist. At NAI Partners, Nat leverages
his sharp intellectual curiosity with his skills in statistical modeling to
guide data-driven business decisions in commercial real estate. Like
many data scientists in the private sector, Nat joined NAI Partners
following a career in academia. Prior to taking up data analytics at
NAI Partners, he held professorial and research positions at Rice
University, University of Houston, and the University of Arizona
between the years of 2001 and 2014. Nat is the author of more than
50 scientific publications, and he has been an invited expert speaker
for more than 60 presentations. Trained as a quantitative ecologist, he
holds a Ph.D. from the University of Miami, a M.S. from the University
of Georgia, and a B.S. from Ferrum College.
/j-nathaniel-holland-ph-d-55472a15
Jay Lamy founded AQUILA Commercial in 2007 after spending
seven years growing The Staubach Company’s Austin office. During
his tenure at Staubach, Jay was honored numerous times by the
Austin Business Journal and others for his outstanding work on
Austin’s most highly visible transactions. Jay has leveraged his
background in investment banking and venture capital to better
serve his clients in the commercial real estate arena, specifically
on lease acquisitions and dispositions and asset purchase and sale
transactions. Prior to joining The Staubach Company, Jay worked
with Bariston Partners, a merchant bank / venture capital group in
Boston. At Bariston, Jay focused on new company acquisitions and
financial advisory work for existing portfolio companies seeking
additional equity and debt financing. Prior to Bariston, Jay worked in
CIBC Oppenheimer’s investment banking group in New York, where
he was an analyst in the Financial Institutions Group focusing on
M&A transactions and public equity offerings.
/jay-lamy-a4567b14
With three years of experience in commercial real estate Bonnie aims
to change the way CRE markets itself. Using her design and digital
communications skillset she strive to connect people to the real estate
services they need. Her current focus is crafting compelling messaging
and content for the HPI Corporate Services team which specializes in
lease and purchase transactions on behalf of companies. Her long term
goals include helping the traditional real estate industry move online
with digital strategies. In her previous role with Endeavor Real Estate she
reimagined what a corporate campus could be. She took a disengaged
community and reconnected its tenants with the superb offerings of
their workplace through event planning, social media management, and
program branding and marketing.
@bonniemorata
/bonniemorata
DR. J. NATHANIEL HOLLAND
NAI Partners
JAY LAMY
AQUILA Commercial
BONNIE MORATA
HPI Corporate Services
CONTRIBUTORS
20. #CREcosystem20
High-energy executive with 20+ years of executive leadership
experience in commercial real estate services. She has
spent her career with Cushman & Wakefield | PICOR, an
employee-owned firm, as the co-practice lead for the Tucson
market in brokerage and property management services.
After founding and spearheading the property management
division for several years, she now serves as COO, leading
C&W | PICOR’s marketing and operations. Barbi also serves
as Director of CREW Network.
@BarbiReuter
/barbireuter
Brandon Sedloff is the Global Head of Corporate Development
at Urban Land Institute (ULI). Based in San Francisco, Brandon is
responsible for managing and expanding relationships between ULI
and key corporate stakeholders and strategic partners. Brandon leads
two initiatives within the organization. The first is focused on the
intersection of technology and real estate (CREtech) which brings
together real estate owners, operators, REIT, and investors and
technology companies working to evolve the real estate industry. The
second is working with allocators, helping them to connect with the
real estate industry and their peers to learn and share best practices.
Previously, Brandon was Managing Director, Asia Pacific at the Urban
Land Institute based in Hong Kong. Prior to joining ULI, Brandon was
Asia Practice Area Head at Gerson Lehrman Group (“GLG”), where he
was the founder and head of GLG’s Asia Real Estate business.
@bsedloff
/bsedloff
Evan Stone is Managing Director of capital markets
and investment sales for JLL. He focuses on the sale
and financing of commercial real estate, including
office, lodging and multifamily properties. Prior
to joining JLL in 2004, Stone ran Eastdil’s Dallas
office. During the past 18 years, he has completed
more than $6.5 billion in sales and debt placement
transactions across the country, with a focus on
the Southwest. He has a bachelor’s degree from
the University of North Texas and a MBA from the
University of Southern California.
/evanstonedfw
BARBI REUTER
Cushman & Wakefield | PICOR
BRANDON SEDLOFF
Urban Land Institute
EVAN STONE
JLL
CONTRIBUTORS
21. 21
Graham Trull specializes in tenant representation for
The Kucera Companies. He started at Kucera in June of
2015 after receiving dual degrees in both marketing and
management from Texas Tech University. Graham, who is
a native Austinite, is also a member of multiple prominent
organizations in the Austin area including Real Estate
Council of Austin, Commercial Brokers Association, and The
Bachelors of Austin. Working in commercial leasing and
brokerage, he represents both owners and tenant buyers in
completing real estate transactions.
/graham-trull-4320768b
Often called a Digital Dale Carnegie and The Tony Robbins of Tech,
Erik Qualman is a #1 Best Selling Author and Motivational Keynote
Speaker that has spoken in 44 countries. His Socialnomics work has
been featured on 60 Minutes to the Wall Street Journal and used
by the National Guard to NASA. His book Digital Leader propelled
him to be voted the 2nd Most Likeable Author in the World behind
Harry Potter’s J.K. Rowling. Qualman is a sitting professor at
Harvard & MIT’s edX labs. His latest book What Happens in Vegas
Stays on YouTube is a Pulitzer Prize nominated work.
@equalman
/qualman
GRAHAM TRULL
The Kucera Companies
ERIK QUALMAN
Best Selling Author and Keynote Speaker
CONTRIBUTORS
#CREcosystem
22. #CREcosystem22
FOOTNOTES
1 Mind the Data Gap: Aspiration vs. reality in corporate real estate.
A commissioned study by Forrester Consulting on behalf of JLL.
November 2014.
2 Future-Proofing the CRE Industry: Is Commercial Real Estate’s
Innovation Curve Moving Fast Enough? Altus Group CRE
Innovation Report. ARGUS Software, Voyanta and Altus Group
commissioned IDC to conduct a global research survey on the state
of technology innovation in the CRE industry. Research survey was
conducted between May to June 2015. September 2015.
3 Big Data: The Management Revolution. Andrew McAfee and Erik
Brynjolfsson. Harvard Business Review. October 2012.
4 Measuring the Business Impacts of Effective Data. Chapter
One of a Three-Part Study. Anitesh Barua, University of Texas at
Austin. Deepa Mani, Indian School of Business. Rajiv Mukherjee,
University of Texas at Austin. Study was commissioned by
Sybase and conducted by the McCombs School of Business at
the University of Texas at Austin, in conjunction with the Indian
School of Business. 2010.
5 Cutting Through the Noise Around Financial Technology. By
Miklos Dietz, Somesh Khanna, Tunde Olanrewaju, and Kausik
Rajgopal. Mckinsey & Company. February 2016.
6 Most U.S. Smartphone Owners Check Phone at Least Hourly.
Frank Newport. Gallup. July 2015.
7 International Smartphone Mobility Report. Informate Mobile
Intelligence. January 2015.
8 The Total Audience Report: Q4 2014. Nielsen. March 2015.
http://www.nielsen.com/us/en/insights/reports/2015/the-total-
audience-report-q4-2014.html
9 International Smartphone Mobility Report. Informate Mobile
Intelligence. January 2015.
10 GWI Social Report Q1 2016. Global Web Index. January 2015.
11 Facebook Climbs To 1.59 Billion Users And Crushes Q4 Estimates
With $5.8B Revenue. TechCrunch. January 2016.
http://techcrunch.com/2016/01/27/facebook-earnings-q4-2015/
12 LinkedIn Newsroom. https://press.linkedin.com/about-linkedin
13 37 Visual Content Marketing Statistics You Should Know in 2016.
Hubspot Blog. http://blog.hubspot.com/marketing/visual-content-
marketing-strategy. January 2016.
14 20 Ways to Share the Color Knowledge. Xerox. 2014.
15 37 Visual Content Marketing Statistics You Should Know in 2016.
Hubspot Blog. http://blog.hubspot.com/marketing/visual-content-
marketing-strategy. January 2016.
16 The State of Social Media Content in 12 Charts. https://contently.
com/strategist/2015/09/14/the-state-of-social-media-content-
in-12-charts/. September 2015.
17 How Top Brands Are Using Facebook, Twitter, and Instagram:
Forrester's 2015 B2C Social Network Marketing Benchmark.
Forrester. April 2015.
18 Announcing the Oxford Dictionaries ‘Word’ of the year 2015.
Oxford Dictionaries. http://blog.oxforddictionaries.com/press-
releases/announcing-the-oxford-dictionaries-word-of-the-
year-2015/. November 2015.
19 Communicating Pictures: A Course in Image and Video Coding.
David R. Bull. Elsevier Ltd. 2014.
20 Ibid.
21 In the Blink of an Eye: MIT neuroscientists find the brain can
identify images seen for as little as 13 milliseconds. Anne Trafton.
MIT News Office. January 16, 2014
22 Communicating Pictures: A Course in Image and Video Coding.
David R. Bull. Elsevier Ltd. 2014.
23 Marketing Communications. By Lynne Eagle, Stephan Dahl,
Barbara Czarnecka, and Jenny Lloyd. Routledge Taylor & Francis
Group. 2015.
24 The Social Economy: Unlocking value and productivity through
social technologies. Mckinsey Global Institute, 2012.
25 Ibid.
26 Ibid.
27 Strategy, Not Technology, Drives Digital Transformation:
Becoming a digitally mature enterprise. MIT Sloan Management
Review and Deloitte. July 2015.
28 Ibid.
29 Global Human Capital Trends 2015: Leading in the new world of
work. Deloitte. 2015.
30 S&P Dow Jones Indices and MSCI Announce August 2016
Creation of a Real Estate Sector in The Global Industry
Classification Standard (Gics®) Structure. March 2015.
31 The current GICS sectors are: Consumer Discretionary, Consumer
Staples, Energy, Financials, Health Care, Industrials, Information
Technology, Materials, Telecommunication Services, and Utilities
32 Understanding the Commercial Real Estate Investment
Ecosystem: An Early Warning System Prototype. Prepared by the
Steering and Advisory Committees of the Shaping the Future of
Real Estate - Asset Price Dynamics Initiative. February 2016.
33 Ibid.