Data / Analytics
Powering the Future: AI Strategies from CRE’s Leading Solution Providers
Date: 6/3/2025 Time: 3:15 pm - 4:00 pm Location: 102
Artificial Intelligence continues to accelerate change across industries, and commercial real estate is no exception. Breakthroughs in generative AI, neural networks, and deep learning are driving a new era of innovation, unlocking unprecedented opportunities in efficiency, decision-making, and business strategy. As GPT and other advanced models evolve, their influence on CRE is deepening - transforming everything from operations to investment approaches. This session will feature a dynamic panel discussion with leading CRE solution providers, offering real-world insights into how AI is reshaping the industry today. Panelists will share how their organizations are approaching AI adoption, the strategies they are implementing, and their vision for how AI will drive future value for clients and the broader industry.
Moderator:
Sunder Pappu
MIH Advisors
Sunder Pappu
Principal
MIH Advisors
Speakers:
Vijay Anand
MRI Software
Vijay Anand
VP, AI & Data
Vijay Anand, VP for AI & Data at MRI, leads the creation of top-tier AI-based real estate software, leveraging over 20 years of experience in product
Vijay Anand
VP, AI & Data
MRI Software
Vijay Anand, VP for AI & Data at MRI, leads the creation of top-tier AI-based real estate software, leveraging over 20 years of experience in product development at the Big 4. Harnessing AI, ML, data, and analytics, he builds insightful solutions that address customer problems, all while pioneering in product strategy and delivering cloud-based global solutions.
David Franklin
Yardi
David Franklin
Industry Principal
David Franklin is a real estate technology and IT guru as well as a seasoned sales professional with extensive entrepreneurial experience. He was the
David Franklin
Industry Principal
Yardi
David Franklin is a real estate technology and IT guru as well as a seasoned sales professional with extensive entrepreneurial experience. He was the CTO for two property management companies and the CTO and co-founder of a software company that provided an online communication platform for residential property managers. David was also the founder and CEO of Availeron Consulting, an IT services firm specializing in supporting property management companies. His greatest skill in life is explaining complex technical concepts to non-technical people in an approachable, interesting and understandable way.
L.D. Salmanson
Cherre
L.D. Salmanson
CEO
L.D. Salmanson has extensive experience founding, advising, and investing in leading private technology companies. Prior to founding Cherre, he served
L.D. Salmanson
CEO
Cherre
L.D. Salmanson has extensive experience founding, advising, and investing in leading private technology companies. Prior to founding Cherre, he served as Executive Director of Oppenheimer’s Private Shares Group, after Oppenheimer acquired GreenCrest Capital, a firm he co-founded to enable pre-IPO transactions in some of the largest private technology companies in the world, including Facebook, Twitter and Uber.
David Stifter
PredictAP
David Stifter
CEO & Co-Founder
David Stifter has spent over two decades at the nexus of real estate, technology, and finance. In 2020, he founded PredictAP to address a gap in the r
David Stifter
CEO & Co-Founder
PredictAP
David Stifter has spent over two decades at the nexus of real estate, technology, and finance. In 2020, he founded PredictAP to address a gap in the real estate AP automation market with an AI-powered invoice capture solution. He previously served as Managing Director at Digital Bridge (formerly Colony Capital), overseeing data architecture, process improvement, and accounting and finance transition projects for major acquisitions.
Untangling Data Chaos: A Comprehensive Data and Enterprise Architecture for Strategic Growth
Date: 6/3/2025 Time: 11:00 am - 11:45 am Location: 109
The commercial real estate industry produces an immense volume of structured and unstructured data from interconnected IoT devices, sophisticated building management systems, leasing platforms, and multifaceted tenant interactions. The complexity of managing disparate data sources, ensuring consistency, and integrating legacy and modern technologies presents significant challenges for owners and developers. In this session, the panelists will discuss strategies for consolidating data streams, implementing strong governance frameworks, and optimizing enterprise-wide data flow. Topics will include approaches for integrating legacy systems with scalable cloud solutions, maintaining data quality, and leveraging real-time analytics to enhance operational efficiency, mitigate risk, and drive long-term strategic growth.
Moderator:
Tyler Christensen
Cherre
Tyler Christensen
Head of Industry Solutions
Tyler Christensen
Head of Industry Solutions
Cherre
Speakers:
Devang Amin
COPT Defense Properties
Devang Amin
Senior Data Analyst
Devang Amin
Senior Data Analyst
COPT Defense Properties
Jon Crosier
Kilroy
Jon Crosier
CTO
Jon Crosier started his career at the intersection of technology and business operations, always focused on driving measurable outcomes through data-i
Jon Crosier
CTO
Kilroy
Jon Crosier started his career at the intersection of technology and business operations, always focused on driving measurable outcomes through data-informed decision making. Over the years, Jon has led cross-functional teams through large-scale transformations, built enterprise data platforms, and championed data governance frameworks. These experiences, combined with a passion for turning complexity into clarity, led to his current role as CTO at Kilroy Realty, a publicly traded REIT, where he is responsible for technology strategy, data architecture, and innovation enablement across the organization.
Kristine Stoner
BGO
Kristine Stoner
Principal
Kristine Stoner
Principal
BGO
Andrew Weakland
W. P. Carey
Andrew Weakland
SVP, Director of Systems Development
Andrew Weakland is the Director of Systems Development for W. P. Carey, a net-lease REIT focused on providing long-term sale-leaseback and build-to-su
Andrew Weakland
SVP, Director of Systems Development
W. P. Carey
Andrew Weakland is the Director of Systems Development for W. P. Carey, a net-lease REIT focused on providing long-term sale-leaseback and build-to-suit solutions for companies in the U.S. and Northern and Western Europe. Andrew specializes in bringing emerging technologies into the real estate space to drive competitive advantage while maintaining the cohesiveness of the overall enterprise technology footprint.
Guardrails for Growth: Setting the Rules of Data Engagement
Date: 6/3/2025 Time: 12:45 pm - 1:30 pm Location: 109
The expanding role of data in commercial real estate introduces both opportunities and risks, from inaccuracies that undermine decision-making to security vulnerabilities that expose sensitive information. Without well-defined governance structures, organizations face challenges in maintaining data integrity, ensuring regulatory compliance, and establishing clear accountability, and trust. This session will explore strategies for developing comprehensive policies, controls, and standards that support scalable and secure data management. Industry practitioners will discuss the formation of cross-functional data councils, frameworks for defining ownership and accountability, and approaches to ethical data usage in an AI-driven landscape. Case studies will highlight best practices, common pitfalls, and methods for fostering a culture of responsible data stewardship.
Moderator:
Margaret Guelzow
Cherre
Margaret Guelzow
Head of Client Success
Margaret Guelzow is passionate about the intersection of data, enabling technologies, business process and people's behavior through the lens of occup
Margaret Guelzow
Head of Client Success
Cherre
Margaret Guelzow is passionate about the intersection of data, enabling technologies, business process and people's behavior through the lens of occupiers, investors and tenants of real estate. She has 20 years' experience in real estate data, technology and operations with a demonstrated ability to scale divisions, drive agility and optimize operational performance while delivering on business growth and cost-savings objectives. Currently thriving at Cherre, with previous experience including CBRE and WeWork.
Speakers:
Vijay Anand
MRI Software
Vijay Anand
VP, AI & Data
Vijay Anand, VP for AI & Data at MRI, leads the creation of top-tier AI-based real estate software, leveraging over 20 years of experience in product
Vijay Anand
VP, AI & Data
MRI Software
Vijay Anand, VP for AI & Data at MRI, leads the creation of top-tier AI-based real estate software, leveraging over 20 years of experience in product development at the Big 4. Harnessing AI, ML, data, and analytics, he builds insightful solutions that address customer problems, all while pioneering in product strategy and delivering cloud-based global solutions.
Bill Bernabei
CBRE
Bill Bernabei
Chief Analytics Officer
Bill Bernabei
Chief Analytics Officer
CBRE
Gerry Hamilton
Stanford University
Gerry Hamilton
Director, Facilities Energy Management
As a key member of Stanford University’s Sustainability and Energy Management (SEM) team, Gerry Hamilton oversees the department’s long-term energy u
Gerry Hamilton
Director, Facilities Energy Management
Stanford University
As a key member of Stanford University’s Sustainability and Energy Management (SEM) team, Gerry Hamilton oversees the department’s long-term energy use planning; designs, implements, and directs assessment and outreach for sustainability programs; oversees business systems and analytics initiatives; and steers academic integration to aid program implementation.
Robert Mackey
Healthpeak Properties
Robert Mackey
VP, IT
Healthpeak Properties
Getting to Actionable Insights: Mining OT Data to Unlock Hidden Value
Date: 6/3/2025 Time: 4:15 pm - 5:00 pm Location: 109
The proliferation of IoT sensors and connected building systems has created an immense volume of operational data embedded within HVAC networks, vertical transportation systems, lighting controls, and other critical infrastructure. Extracting meaningful insights from these data streams requires strategies that ensure interoperability between legacy systems and modern platforms while aligning operational technology (OT) data with broader business objectives. This session will explore best practices for leveraging analytics to predict maintenance needs, optimize energy consumption, and enhance overall efficiency. The panel will discuss methods for breaking down data silos, enabling real-time monitoring, and identifying key performance indicators that drive continuous operational improvements and cost savings.
Moderator:
Stuart Appley
Bay Tech Advisors
Stuart Appley
Founder
Stuart is an award-winning digital innovation and transformation leader recognized for strategic leadership. As the founder of Bay Tech Advisors, Stua
Stuart Appley
Founder
Bay Tech Advisors
Stuart is an award-winning digital innovation and transformation leader recognized for strategic leadership. As the founder of Bay Tech Advisors, Stuart is an advisor to various PropTech startups and VCs and he provides Digital and Technology advice to firms across the real estate, private equity, and investment management industries. Stuart is currently on the board of the US Proptech Council and was previously an Innovation & Technology leader at CBRE, where he led their technology and smart buildings work at Google.
Speakers:
Aaron Altscher
Carr
Aaron Altscher
VP, IT
Aaron Altscher is the VP, IT at Carr. Aaron leads IT innovation efforts and is the architect and developer for Carr’s Data Analytics, IoT, Machine Lea
Aaron Altscher
VP, IT
Carr
Aaron Altscher is the VP, IT at Carr. Aaron leads IT innovation efforts and is the architect and developer for Carr’s Data Analytics, IoT, Machine Learning/AI, and Hospitality platforms. Aaron’s 2022 focus is on IT innovation around data automation and the return to work movement.
Jacob Nicosia
Michael Baker International
Jacob Nicosia
Industry Consultant
Jacob Nicosia is a highly accomplished Technology Leader with extensive experience in managing large-scale technical projects and implementing cutting
Jacob Nicosia
Industry Consultant
Michael Baker International
Jacob Nicosia is a highly accomplished Technology Leader with extensive experience in managing large-scale technical projects and implementing cutting-edge technologies. He has deep expertise in intelligent building and smart real estate industries, excelling in project management, leadership, data governance, and automation system development. Jacob has a proven track record as a cross-functional SME in various sectors, including sustainability, telecommunications, pharmaceuticals, power generation, and building energy analysis. He is passionate about delivering ROI-driven business value and value-added solutions to clients in both private and public sectors.
Leon Wurfel
BUENO
Leon Wurfel
Founder
Leon founded Bueno in 2013, with a vision of using technology and his engineering expertise to improve building energy performance. His vision has see
Leon Wurfel
Founder
BUENO
Leon founded Bueno in 2013, with a vision of using technology and his engineering expertise to improve building energy performance. His vision has seen rapid growth and success. Prior to Bueno, Leon worked as an Energy Efficiency Consultant in the Australian commercial property sector and was involved in the development of the world’s first legislated Building Performance Standard (NABERS).
Unified Intelligence: Building a Smarter CRE Stack
Date: 6/3/2025 Time: 1:45 pm - 2:30 pm Location: 109
Commercial real estate generates massive amounts of data from leasing platforms, building systems, IoT sensors, and ESG tools—often stored in disconnected systems. This fragmentation makes it difficult to gain real-time insights or make data-driven decisions across portfolios. This session explores how firms are building connected data ecosystems using data warehouses, data lakes, and real-time pipelines. Learn how integrated architectures, cloud-based platforms, and scalable governance models are enabling better access to information, more powerful analytics, and readiness for AI—unlocking greater efficiency and smarter strategies across the real estate lifecycle.
Speaker:
Justin Segal
Boxer Property
Justin Segal
President
Justin Segal is an operations executive and entrepreneur specializing in real estate investment and management, startups, and technology. He is the fo
Justin Segal
President
Boxer Property
Justin Segal is an operations executive and entrepreneur specializing in real estate investment and management, startups, and technology. He is the founder of Stemmons Enterprise, a universal operations platform that allows companies to operate with pervasive data and unparalleled agility. He often speaks on topics involving enterprise data, analytics, and user experience.
Digital Intelligence: From Information Overload to Strategic Clarity
Date: 6/3/2025 Time: 5:15 pm - 5:45 pm Location: 109
Real estate firms generate massive volumes of data—but too often, that data remains trapped in disconnected systems, limiting its value. This session explores how a major real multi-asset class commercial real estate owner/developer implemented a unified data strategy that centralized information across departments and surfaced real-time insights. We’ll discuss how digital tools, including AI-powered abstraction and smart analytics platforms, are now unlocking historical records and streamlining performance tracking. We’ll also explore how their leadership teams use intuitive, interactive dashboards to align operations with broader strategic goals. If your organization is ready to evolve from manual reporting to dynamic, data-driven decision-making, this session offers a practical roadmap.
Speakers:
Vijay Anand
MRI Software
Vijay Anand
VP, AI & Data
Vijay Anand, VP for AI & Data at MRI, leads the creation of top-tier AI-based real estate software, leveraging over 20 years of experience in product
Vijay Anand
VP, AI & Data
MRI Software
Vijay Anand, VP for AI & Data at MRI, leads the creation of top-tier AI-based real estate software, leveraging over 20 years of experience in product development at the Big 4. Harnessing AI, ML, data, and analytics, he builds insightful solutions that address customer problems, all while pioneering in product strategy and delivering cloud-based global solutions.
Josh Levine
Peterson Companies
Josh Levine
VP, IT
Peterson Companies
Delivering Comprehensive, Consistent, and Clean RE Data: An AI-Enabled Data Operating Platform
Date: 6/3/2025 Time: 4:40 pm - 5:00 pm Location: 100
Is the push for greater detail and data accuracy in decision-making growing among your executives, board, or investors? With technology and AI expectations on the rise, this demand is intensifying. This session introduces a streamlined AI-enabled operating model designed to tackle the challenges of securing comprehensive, consistent, clean data for Asset Managers, CFOs, CEOs, boards, and investors. It will cover the practical process of efficiently aggregating, normalizing, refining, adjusting, and distributing financial and operational data while maintaining high quality, a vital strategy for enhancing your firm’s competitive advantage and credibility with partners.
Speaker:
Mike Harrison
NTrust Infotech
Mike Harrison
Chief Strategy Officer
In his role as EVP and Chief Strategy Officer at NTrust, Mike Harrison oversees the company’s strategic initiatives, leveraging his expertise to enhan
Mike Harrison
Chief Strategy Officer
NTrust Infotech
In his role as EVP and Chief Strategy Officer at NTrust, Mike Harrison oversees the company’s strategic initiatives, leveraging his expertise to enhance NTrust’s cutting-edge solutions for the real estate industry. His passion for financial operations, data, and the real estate industry aligns seamlessly with NTrust’s mission to empower clients with advanced tools and data insights. Mike has over 30 years in the real estate industry. He excels in strategic planning, financial operations, business transformation, and technology, with a proven track record of driving innovation and bottom-line success.