Stellar MLS's executive team, from left, Shayne Fairley, COO, Merri Jo Cowen, CEO, and Mathew Kallumadil, VP, Technology & Innovation, at the International MLS Forum: Global Real Estate Standards, which took place Dec. 1-2, 2023 at Pullman Montparnasse in Paris, France.
Stellar MLS Executives Share Value of Standardized Data, Organized Real Estate at Global Forum in Paris
January 22, 2024
ALTAMONTE SPRINGS, FL / ACCESSWIRE / December 13, 2023 / Key members of the executive team of Stellar MLS, the largest multiple listing service in Florida and Puerto Rico, and the third-largest in the U.S., joined colleagues from around the globe at a forum in Paris, France to share best practices for driving innovation and efficiency in the real estate industry.
Stellar MLS CEO Merri Jo Cowen, COO Shayne Fairley and Vice President of Technology & Innovation Mathew Kallumadil took part in the International MLS Forum: Global Real Estate Standards, Dec. 1-2, 2023 at the Pullman Montparnasse hotel in Paris, France. The event drew industry leaders from five continents and more than 35 countries and featured panels exploring the 100-year legacy of MLSs in the U.S. and the potential for international real estate markets; benefits of standardized data; innovation and tech trends empowering brokers and agents; and investment opportunities in emerging MLS markets.
Cowen moderated a discussion on the "Benefits of Standardized Data Sets to Public and Private Institutions" and noted that "while there are many differences in real estate markets from country to country, there are many commonalities we can bring together to help create an ecosystem that works in each unique environment and bring the value of the MLS to them."
The forum was an opportunity for real estate professionals from across the globe to hear best practices from successful U.S.-based MLSs. "In Europe, the difference in transacting real estate is startling - from the lack of consolidated and accurate databases to the way brokers conduct business," Cowen said, and pointed to how CEPI, the European Association of Real Estate Professions, is working to elevate industry professionalism and knowledge among its member countries.
"Getting to know European leaders and learn about their individual countries was invaluable," Cowen added. "The network created by attending was invaluable, and the opportunities to help the global market move toward organized real estate and data standards are exciting."
Fairley, who participated in a panel titled "Investment Opportunities in Emerging MLS Markets," said the forum provided a unique opportunity to showcase the value of the MLS and the importance of accurate data to empower real estate professionals.
"The conference was timely in that the desire to make a change in the European market was evident and Stellar MLS was able to demonstrate our willingness to collaborate to assist these new markets," Fairley said. "Stellar MLS is in a unique position to elevate real estate beyond the bounds of North America, with a long legacy of operating a successful MLS, with far-reaching partnerships and data shares, and with our track record of customer service excellence. We will be ready when Europe is."
Kallumadil, who presented in two technology-focused discussions, said the conference highlighted that the biggest challenge for some European markets is not technology or data, but the mindset of real estate professionals about changing their current operating methods.
"It is critical to educate real estate professionals on the benefits of collaboration and data standards and opening up the doors to the largest asset class for innovation," Kallumadil said. "There is a general global desire to adopt a real estate infrastructure comparable to organized real estate in North America, and this forum gave us the opportunity to discuss details with key stakeholders in the European market about their unique challenges."
Other speakers included: Joe Schneider, government affairs director, North Bay Association of REALTORS®; Ali Attar, CEO and co-founder of Realtyna, a software solutions provider for the real estate industry; Brad Inman, founder, Inman Group; Jan Borůvka, president, CEPI, the European Association of Real Estate Professions; Sam DeBord, CEO, Real Estate Standards Organization; and Patrick Pichette, vice president, Canadian Real Estate Association and director, RESO. For information, visit
About Stellar MLS
Stellar MLS is a technology-backed real estate service company that provides customers access to trusted, standardized data. Stellar MLS is the largest multiple listing service in the state of Florida and in Puerto Rico, and the third-largest in the U.S. With more than 84,000 customers and a dynamic vision, Stellar MLS is poised to help brokers and their agents thrive in tomorrow's competitive real estate market with a comprehensive suite of the industry's best products and world-class customer service. Stellar MLS makes the market work for real estate agents and brokers in 20 REALTOR® associations throughout Central and Southwest Florida and in Puerto Rico.
Merri Jo Cowen, CEO of Stellar MLS, moderated a discussion on the "Benefits of Standardized Data Sets to Public and Private Institutions" at the International MLS Forum: Global Real Estate Standards, Dec. 2, 2023 at Pullman Montparnasse in Paris, France.
Stellar MLS COO Shayne Fairley, right, discusses "Investment Opportunities in Emerging MLS Markets" at the International MLS Forum: Global Real Estate Standards, which took place Dec. 1-2, 2023 at Pullman Montparnasse in Paris, France.
Mathew Kallumadil, at right, Vice President of Technology & Innovation at Stellar MLS, discussing emerging technologies for the real estate industry at the International MLS Forum: Global Real Estate Standards, which was held Dec. 1-2, 2023 at Pullman Montparnasse in Paris, France.
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ALTAMONTE SPRINGS, Fla. ( Aug. 11, 2026 ) – Stellar MLS, one of the largest multiple listing services in Florida and Puerto Rico and among the nation’s most influential MLSs, is expanding commercial listing visibility and streamlining distribution through a partnership with Crexi, a leading commercial real estate and data platform. Through the integration, listings entered once into Stellar MLS’s system can be automatically distributed to Crexi, expanding exposure for real estate professionals to buyers, tenants and investors nationwide. With Crexi’s marketplace serving more than 23 million users annually and over 500,000 active listings on its platform, Crexi provides Stellar MLS customers with greater visibility and access to a broad national audience—all at no additional cost. The move reflects Stellar MLS’s ongoing investment in its commercial real estate platform to provide subscribers with tools that expand market exposure while simplifying workflows. Effective July 1, 2026, Stellar MLS integrated its commercial listings into Matrix, where subscribers may enter and search for commercial sale, lease and business opportunities. “Our partnership with Crexi aligns with our commitment to invest in solutions that help real estate professionals succeed,” said Shayne Fairley, CEO of Stellar MLS. “Our subscribers need technology that works hard for them – and streamlines the process. By enabling subscribers to enter a listing once and extend its reach through Crexi, we are helping them save time, increase visibility and connect with more potential buyers and tenants.” "Crexi is making commercial real estate more connected, efficient, and accessible through AI-driven intelligence,” said Michael DeGiorgio, Founder and CEO of Crexi. “Our partnership with Stellar MLS puts members’ listings in front of the active buyers, tenants, and investors most likely to transact." Benefits for Stellar MLS Subscribers: Broader Market Exposure: Listings gain greater visibility among a nationwide commercial audience. Seamless Listing Distribution: Automatically publishes eligible listings to the commercial marketplace directly from the MLS. Streamlined User Experience: Integrates with existing MLS workflows, allowing subscribers to market listings more broadly without changing their day-to-day processes. More Member Value: Brokers who opt in gain expanded marketing opportunities and greater exposure as an included benefit of MLS membership. Stellar MLS also recently completed a comprehensive update of its commercial data fields to better align with the Real Estate Standards Organization (RESO) Data Dictionary, creating a more consistent and efficient experience for subscribers. Stellar MLS has more than 3,400 active commercial listings across its Florida and Puerto Rico coverage area. About Stellar MLS Stellar MLS is the multiple listing service for real estate professionals who value clarity, stability, and support in a real estate market and industry defined by change. As one of the largest and most influential multiple listing services in the nation, Stellar MLS serves nearly 80,000 customers and supports real estate agents and brokers across 20 REALTOR® associations in Central and Southwest Florida and Puerto Rico. Its extensive footprint allows Stellar MLS to deliver a broader suite of cutting-edge products and services, and more opportunities for customers to do business than almost any other MLS. Stellar MLS creates conditions within which real estate professionals can succeed, the housing market can thrive, and people who seek homeownership have every opportunity to achieve it. About Crexi Crexi is reimagining commercial real estate with an AI-powered platform built to deliver smarter, more efficient solutions at every stage of the deal lifecycle. From real-time data and market insights with Crexi Intelligence, to targeted property marketing and seamless deal management through Crexi PRO, and a transparent, time-bound bidding experience with Crexi Auction— Crexi enables users to evaluate opportunities, maximize exposure, and close with speed and confidence. To date, Crexi has subsidized over $2.74 trillion in property value, 26 billion square feet listed, and supports a growing community of more than 23 million yearly users.
New Partnership Connects RACC Members to Stellar MLS Resources, Reach, and Support
Not every seller is ready to enter the market in the same way. While some homes are ready for immediate exposure as soon as the listing agreement is signed, others may need additional time. A seller may still be completing repairs, coordinating photography, preparing for showings, or following a seller’s direction regarding when the home should appear across public websites. The path to market often depends as much on the seller's circumstances as it does on the property itself.
In times of uncertainty, agents and brokers need information they can trust, guidance that is easy to follow, and support that helps them keep moving without adding more confusion to an already demanding day. Across Stellar MLS, employees prepare resources, verify details across systems, answer questions patiently, and communicate information in ways that help real estate professionals use what is available to them. Much of this happens quietly behind the scenes, but it creates a sense of confidence that customers can rely on. That is how Stellar MLS provides our valued customers with support, stability, and success.
FLORIDA, U.S. (April 15, 2026) – Universal Consulting Opportunities (UCO), a subsidiary of Stellar MLS, one of the largest and most influential multiple listing services in the U.S., expanded its global footprint in the first quarter of 2026 through high-profile industry engagements, strategic partnerships, and ongoing efforts to advance transparency and data standardization across real estate markets worldwide. Recognizing an increasing global demand for MLS frameworks and best practices, UCO has positioned itself as a trusted, connected guide for markets at every stage of readiness. “UCO is committed to empowering, educating and elevating real estate on a global scale, engaging with like-minded leaders to help shape the future of the MLS,” said Merri Jo Cowen, Chief Vision Officer and Executive Vice President of Stellar MLS and UCO. MIPIM 2026 – Collaborating in Cannes UCO enhanced its global presence at the recent MIPIM 2026 gathering in France, joining more than 15,000 industry leaders from some 90 countries at one of the world’s leading real estate events. UCO was an RE Key Sponsor through FIABCI, the International Real Estate Federation representing 1.5 million professionals across 83 countries. Joining Cowen at the event March 9-13 in Cannes, Marion Weiler, Senior Vice President of Marketing, Communications and Global Markets at UCO and Stellar MLS, and Beth Kinsella, UCO Relationship and Research Manager, strengthened relationships with investors, developers and public sector stakeholders while contributing to a featured panel, “From Data to Delivery: The New Industrial Real Estate Ecosystem.” The discussion highlighted challenges and opportunities within the global real estate market – noting as cross-border investment and PropTech innovation accelerate, markets remain constrained by fragmented, inconsistent data – and reinforced the critical role of the MLS as a centralized infrastructure. “Across markets, we see a growing need for transparency, standardized data and more efficient transactions,” said Weiler. “UCO’s mission aligns with a broader global imperative – to create more connected, trusted, and accessible real estate systems – and its progress reflects the increasing recognition of the MLS model as a proven framework to deliver on that need at scale.” Exploring Real Estate, the MLS and AI in Mumbai UCO continued its engagement in India at NARVIGATE 2026, a two-day real estate networking conference in Mumbai, for the second consecutive year. The flagship event, March 23-24, is organized by the National Association of REALTORS® India and brought together more than 2,500 professionals to share global perspectives on navigating a more regulated, technology-driven and collaborative future. Dr. Mathew Kallumadil, Senior Vice President of Technology, Innovation and Global Markets at UCO and Stellar MLS presented a strategic roadmap for MLS implementation in India to key decision-makers. UCO and NAR India are advancing plans to introduce a modern MLS to India, assessing the real estate market – projected to reach $1 trillion by 2030 – and preparing for an RFP. With a population of 1.46 billion and a highly advanced digital infrastructure, India is uniquely positioned to leapfrog into a more transparent, technology-driven future – beginning with the country’s first MLS. In addition, Dr. Kallumadil, took part in a presentation “AI in Real Estate,” exploring how artificial intelligence can enhance data accuracy, automate workflows, and deliver actionable insights. According to Kallumadil, “Nearly half of buyers and sellers are already using AI in their transactions - and most of them are using it to evaluate their agent before they even pick up the phone. The gap between what consumers expect and what most agents deliver is widening every month. That gap always gets filled. The only question is whether agents fill it themselves, or someone else does it for them.” The opportunity, he added, lies in embracing AI thoughtfully – experimenting with technology, understanding it and “applying it wisely with clients to avoid alienating trusted relationships while leaning into new consumer behavior.” With CEPI, Elevating Professional Standards Across Europe UCO is also deepening its collaboration with CEPI, the European Association of Real Estate Professions, through the planned development of the “MMCEPI MLS” educational module, designed to support awareness and adoption of MLS best practices and enhance professional standards across Europe. This effort aligns with the launch of the MMCEPI Real Estate Quality Label – Europe’s first real estate quality benchmark – introduced in February 2025 in Brussels as a mark of excellence focused on ethics, qualifications and professionalism for real estate practitioners in more than 20 countries. Created to distinguish qualified professionals and build greater consumer trust, the MMCEPI label reflects CEPI’s broader mission to modernize real estate systems across its network of more than 30 national associations in 25 countries. UCO’s involvement reinforces the growing role of the MLS in advancing transparency and collaboration across global markets, while signaling continued momentum in Europe – with increased interest in MLS frameworks among CEPI members. Through continued global engagement, UCO is at the forefront of advancing MLS adoption worldwide – supporting real estate professionals, organizations and governments in building more transparent and collaborative real estate systems. About UCO Global UCO Global exists to help real estate organizations worldwide build fair, efficient, and connected marketplaces. Whether exploring, launching, or scaling an MLS, we deliver tailored strategies grounded in deep MLS expertise, global insight, and local knowledge. Our multilingual, culturally fluent team brings over 100 years of combined MLS leadership and more than 40 years of international business experience to every engagement. Backed by Stellar MLS – one of the largest and most influential MLSs in the United States – we bring proven operational strength to global real estate transformation while building trust, transparency, and sustainable growth in every market we serve. Learn more at stellarmls.com/Global .
