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Leni Launches Industry-First Universal Data Model for Multifamily Real Estate

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Leni Launches Universal Data Model (UDM): A Groundbreaking Milestone for Multifamily Real Estate Data Integration

NEW YORK, Dec. 6, 2024 /PRNewswire/ — Leni, the leading AI-powered decision-support platform for real estate, is proud to unveil its Universal Data Model (UDM)—a revolutionary innovation redefining data integration and intelligence in the multifamily real estate industry. Developed over three years of intensive R&D by an exceptional team including alumni from MIT, Greystar, EY and X (formerly Twitter), along with PhD and Master’s graduates from Nobel Laureate Geoffrey Hinton’s Vector Institute, the UDM represents a pivotal moment in real estate technology. Leni’s position as an official partner of all the leading Property Management Systems (PMS) further underscores this achievement.

“The multifamily real estate industry has always struggled with siloed data across platforms that don’t communicate, creating inefficiencies and lost opportunities,” said Arunabh Dastidar, CEO and Co-Founder of Leni. “The Universal Data Model is a landmark advancement that changes this paradigm. It acts as a polyglot, translating the languages of various PMS systems into a unified schema—finally empowering professionals to harness the true potential of their data.”

“The Universal Data Model is a testament to our commitment to solving complex data challenges in real estate. By creating a standardized framework that speaks the language of every major PMS system, we’re not just organizing data—we’re unlocking its potential to drive smarter decisions,” said Jonathan Gerstein, Data and Analytics Lead at Leni and MIT alumnus, formerly leading Business Intelligence at Olive Tree. “This innovation represents a fundamental shift in how the industry can leverage its data assets.”

A New Era for Multifamily Professionals

For today’s multifamily professionals, the UDM is more than a technical solution—it’s a gateway to a smarter, more efficient way of investing and managing real estate portfolios. Here’s what this means for you and your organization:

Clarity Amid Complexity: No more wrestling with disparate data systems. The UDM unifies your portfolio data, enabling transparency and operational alignment.Confidence in Decision-Making: Access real-time insights tailored to your specific goals, helping you act decisively in a dynamic market.Enhanced Collaboration: Empower teams, partners, and stakeholders with accurate, actionable information that fosters trust and strategic alignment.Seamless Growth: Scale your portfolio without the headache of fragmented systems, knowing the UDM has already set the foundation for success.

This isn’t just a step forward—it’s a leap into a new world of possibilities.

Redefining Data Integration in Multifamily

The UDM is built to address challenges at every level of multifamily property management, with key features including:

Granular Data Storage: Data down to the unit level, enabling detailed analysis and reporting.Interoperability Across PMS Platforms: A standardized framework that integrates seamlessly with all major PMS systems, representing 300,000 units on the Leni platform.Real-Time Insights: Leverage AI-driven analytics to predict trends, optimize operations, and elevate portfolio performance.

Real-World Applications: Unlocking Potential

The UDM opens doors to innovative solutions, making it possible to:

Align Teams with Actionable Reporting: LPs and GPs can gain a unified view of portfolio performance, eliminating data blind spots and enhancing transparency.Supercharge Operational Efficiency: Operators can use ML models to identify inefficiencies, forecast maintenance needs, and reduce costs.Achieve Smarter Pricing: Benchmark unit-level pricing with real-time competitor insights for optimized revenue strategies.Accelerate Portfolio Onboarding: Consolidate data from newly acquired properties into a single schema, simplifying integrations and reducing time-to-value.

Talking about Leni’s impact on the organization’s operations, George Harabedian, Director at The GSH Group, said, “We rely on multiple management companies and systems to manage our portfolio, and Leni has been instrumental in bringing all the data together in one easy-to-access place. It didn’t take long for us to see the difference – having our financial reports ready without the hassle of manual consolidation has made such a positive impact. Plus, the insights from Leni’s reports give us a clear picture of our portfolio, making it easier to spot any gaps and make smart decisions quickly.”

A Milestone in Real Estate Technology

The Universal Data Model isn’t just another data schema—it’s a patent-pending, transformative technological breakthrough in multifamily real estate data architecture. Built on a sophisticated Entity-Relationship model with advanced normalization principles, the UDM implements a hierarchical structure that maps complex property relationships while maintaining referential integrity across disparate systems. Its polymorphic data adapters can process and normalize inputs from various PMS APIs, converting proprietary formats into a standardized JSON-based schema with built-in validation. The model’s distributed architecture ensures horizontal scalability, while its event-sourcing pattern maintains a complete audit trail of all data transformations. With support for both ACID-compliant transactions and eventual consistency models, the UDM bridges decades of technological fragmentation, providing a robust GraphQL API layer that enables real-time data synchronization and advanced querying capabilities. Through this sophisticated technical framework, property owners and operators can now leverage machine learning models and predictive analytics to make data-driven decisions with unprecedented precision and reliability.

“Our Universal Data Model represents a paradigm shift in how real estate data is structured and utilized. We’ve created a sophisticated yet flexible framework that adapts to the diverse needs of the industry while maintaining data integrity and accessibility,” said Shruti Jain, Product Lead at Leni and former Manager at EY. “This innovation enables seamless integration across platforms, empowering real estate professionals to make informed decisions confidently.”

About Leni

Leni is an AI-powered decision-support platform dedicated to empowering real estate portfolio owners and operators with advanced analytics, streamlined reporting, and seamless data integration. As a SOC2-compliant platform with 300,000 units and partnerships with all major PMS providers, Leni continues to set the standard for data-driven performance in multifamily real estate.

For more information, visit: www.leni.co

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VYLIT OPENS ITS CREATOR ADVISORY BOARD, GIVING CREATORS EQUITY IN THE PLATFORM

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Reality star & chef Dom DeAngelis, model & creator Cydney Moreau, and creator-entrepreneur Crystal Jackson named as founding members, with applications now open for creators who want a voice in how the platform is shaped

MIAMI, July 23, 2026 /PRNewswire/ — Vylit, the 18+ creator-first social platform co-founded by Ami Gan, former CEO of OnlyFans, and seasoned entrepreneur Kailey Magder, is opening applications for its Creator Advisory Board, which will include a select group of creators that will have a strong voice in shaping the platform they use and earn on.

Vylit is inviting creators not just to join the platform, but to help build it, with real shares in the company reserved for those who contribute to its growth, culture and direction. The Creator Advisory Board will give creators a direct voice in building Vylit’s community, the platform’s development and creator tools, along with ownership in the business they’re helping grow.

Applications are now open. Creators can apply by emailing vylit@vylitworld.com with their name, bio and social handles.

Vylit is launching the board with three founding members who show the range of creators it’s built for.

Dominic DeAngelis, known from YouTube and Vanderpump Villa, where his culinary skills earned recognition from viewers around the world, has been using the platform to share behind-the-scenes and day-in-the-life content with his subscribers — the kind of direct, monetized relationship with fans that Vylit is designed around.

“Social media sucks right now. The algorithms are negative, you don’t even see the people you follow anymore, and creators are struggling to find real connections with their fans,” said DeAngelis. “I’m thrilled to be part of a platform that’s doing it differently. Vylit is actually listening to creators and building with us, not just for us.”

Cydney Moreau, a Louisiana-born former track athlete turned model and creator with a following across fitness, fashion and lifestyle, balances her work with life as a mom. Vylit is where she’s turning that following into a business for the first time, on her own terms.

“As someone who is monetizing my content for the first time, knowing that I will have a say in how the platform treats other creators means everything,” said Moreau. “It’s not every day a platform actually wants creators in the room while they’re building it. Knowing Vylit is making decisions with our interests at heart gives me the confidence to build here, and I’m excited to help shape where this goes.”

Crystal Jackson, known to millions of followers as Mrs. Poindexter, is the co-founder of EssentL, a company building business infrastructure and benefits for creators. A former engineer turned multi-platform creator and entrepreneur, she brings an operator’s understanding of what creators actually need from the platforms they build on.

“I’ve spent years building an audience and a business across platforms that weren’t built for today’s creator ecosystem,” said Jackson. “What drew me to Vylit is that they’re handing creators actual ownership and a real say in the decisions that affect us. That’s not something I’ve seen anyone else do, and I want to help build it right.”

Since launching, Vylit has positioned itself as the “HBO of social media,” a space between traditional social media and adult subscription platforms, where creators can be expressive, marketable and in control. The Creator Advisory Board takes that further. Rather than building the platform for creators and handing it over, Vylit is building it with them, giving them direct ownership and a say in its direction.

“The users driving value should have a say in the business,” said Ami Gan, Co-Founder and CEO of Vylit. “Creators understand culture and digital monetization better than anyone. At Vylit, that expertise earns them a real seat at the table.”

“We didn’t want to build another platform where creators show up after the fact,” added Kailey Magder, Co-Founder and COO of Vylit. “We want them involved from day one, shaping the product, the community and the direction of the business.”

Vylit truly puts creators in charge, giving them real ownership and a direct say in how the platform evolves. The Creator Advisory Board is just the start.

To learn more, visit https://vylitworld.com/ 

To access the media kit, click here.

ABOUT VYLIT
Vylit is an 18+ creator-first social platform redefining how adults share, discover and monetize content. Co-founded by Amrapali (Ami) Gan and Kailey Magder, Vylit was created to fill the gap between traditional social media and creator platforms, offering a premium digital experience for expression. Built as “the HBO of social media,” the platform allows topless content while prohibiting explicit material, giving creators greater freedom. Vylit combines social connectivity with built-in monetization, interest-based discovery through its Vybe Matching Engine, and in-house AI Image Generation and Chat tools designed for its users. Learn more at www.vylitworld.com.

FOR PRESS INQUIRIES
pr@vylitworld.com 

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CNBC Names PayJoy one of the World’s Top FinTech Companies of 2026

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Recognition highlights PayJoy’s leadership in emerging market consumer finance

SAN FRANCISCO, July 23, 2026 /PRNewswire/ — CNBC and Statista have named PayJoy to the “World’s Top Fintech Companies 2026,” which honors companies providing digital funding and bank-independent lending solutions for individuals and businesses. PayJoy is a leading financial services provider for underserved consumers across emerging markets.

Now in its fourth edition, the ranking identifies 500 leading companies across eight fintech market segments worldwide, including Payments, Neobanking, Wealth Technology, Digital Assets, Enterprise Fintech, Insurtech, Regtech, and Alternative Financing. Companies were evaluated using an aggregated scoring model built on both general and segment-specific KPIs, drawing on desk research from publicly available sources alongside company self-reports submitted through an open application process.

PayJoy’s inclusion reflects its work bringing credit access to the emerging middle class in Mexico, Colombia, Brazil, Panama, Peru, Ecuador, South Africa, the Philippines, and Indonesia, nine countries where traditional financial infrastructure has long excluded first-time borrowers.

“This recognition from CNBC and Statista is a meaningful validation of the work our team does every day,” said Doug Ricket, PayJoy CEO and Co-Founder. “Millions of people across the markets we serve are building credit for the first time through PayJoy. Being named among the world’s top fintech companies reflects the scale and impact of that work.”

For more information on the full ranking, visit https://www.cnbc.com/worlds-top-fintech-companies-2026/ 

About PayJoy
PayJoy expands credit access across emerging markets through point-of-sale financing and card offerings. Its proprietary secured-credit technology enables first-time borrowers to responsibly build financial stability and participate fully in the modern economy. Through its cutting-edge machine learning, data science, and anti-fraud AI, PayJoy has financed over $3.5 billion of loans to more than 20 million people and employs over 1,000 people worldwide. For more information, visit https://www.payjoy.com/ 

Contact
payjoy@thekeypr.com

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Youngstown Innovation Hub Breaks Ground at YBI’s 107 Building

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YOUNGSTOWN, Ohio, July 23, 2026 /PRNewswire/ — As the United States works to strengthen its aerospace and defense manufacturing base, the Youngstown Innovation Hub for Aerospace & Defense broke ground today on YBI‘s 107 Building in downtown Youngstown, positioning the region as a national proving ground for advanced and additive manufacturing. The Hub is managed by the National Center for Defense Manufacturing and Machining (NCDMM).

Youngstown Innovation Hub for Aerospace & Defense breaks ground at YBI’s 107 Building.

The Hub is one of four Innovation Hubs established across Ohio as part of a statewide initiative to strengthen innovation-driven economic growth. Once complete, it is projected to generate approximately $161.6 million in economic impact, create 450 new jobs, and produce 185 new STEM credential opportunities and 40 internship opportunities by 2029.

The groundbreaking comes as Ohio was recently ranked the No. 1 state for business in America by CNBC’s 2026 America’s Top States for Business rankings, up from No. 5 in 2025.

Ohio Lt. Governor Jim Tressel attended and delivered remarks at the ceremony.

“Today is about more than renovating a building. It’s about building opportunity for Ohioans,” said Lt. Governor Tressel. “The Mahoning Valley has always been defined by the people who make things, solve problems, and never stop working toward a better future. This Innovation Hub builds on that proud tradition while preparing the next generation for in-demand careers in manufacturing.”

Hub and YBI leadership also spoke at the ceremony.

“Today’s groundbreaking of the Youngstown Innovation Hub represents much more than the start of a building renovation. It reflects what can happen when state, regional, industry, academic, and community partners come together around a shared vision for the future of manufacturing, aerospace and defense innovation,” said Megan Malara, Ph.D., director of the Youngstown Innovation Hub.

The renovation is made possible in part by a $750,000 state capital investment. Ohio State Sen. Al Cutrona and state Rep. Lauren McNally were credited with helping advance the funding request through the legislative process. YBI also recognized the broader Lake to River legislative delegation, including state Reps. Nick Santucci, Tex Fischer, Monica Robb Blasdel, Dave Thomas, and Sarah Fowler Arthur, for their support, as well as U.S. Sens. Jon Husted and Bernie Moreno for their support of the project in the U.S. Senate.

Speakers at the ceremony included Ohio Lt. Gov. Jim Tressel; Lydia Mihalik, director of the Ohio Department of Development; Mary Mertz, director of the Ohio Department of Natural Resources; Julius Oliver, 1st Ward Councilman for the City of Youngstown; State Sen. Al Cutrona; State Rep. Nick Santucci; State Rep. Lauren McNally; and Megan Malara, Ph.D., director of the Youngstown Innovation Hub. Barb Ewing, CEO of YBI, served as master of ceremonies.

The City of Youngstown, which committed $1.35 million in local matching funds to the project, was represented at the ceremony. John Wilczynski, executive director of America Makes, attended, and Barb Ewing recognized Kimberly Gibson and Alexander Steeb of America Makes for their roles in advancing the project.

Upon completion, the five-story, 130,000-square-foot concrete-framed building will offer flexible space for offices, workspaces, and display areas, along with robust power capacity to support multiple high-demand tenants. The building’s security features, including limited access points and naturally separated manufacturing bays, are designed to meet U.S. Department of War contracting criteria, positioning tenants to compete directly for federal defense work.

“It’s great to finally be transitioning from talking about this project to actually working on it. We appreciate all the support we’ve had from our political leaders and the community. YBI is proud to be a part of the project team that’s changing the trajectory of the Mahoning Valley,” said Barb Ewing, CEO of YBI.

Companies looking to expand, relocate, or enter the aerospace and defense manufacturing sector are encouraged to visit the Youngstown Innovation Hub website at youngstownhub.us.

About the Youngstown Innovation Hub for Aerospace & Defense

Managed by the National Center for Defense Manufacturing and Machining (NCDMM), the Youngstown Innovation Hub is a national proving ground for advanced and additive manufacturing, strengthening U.S. aerospace and defense supply chains and workforce development. Learn more at youngstownhub.us.

About YBI

YBI is a globally recognized economic development nonprofit, advancing innovation and growth across Ohio and beyond. Through a flexible suite of high-quality entrepreneurial services and resources, YBI supports startups, small businesses, and manufacturers at every stage of development. For more information, visit ybi.org.

Media Contact:
Jessica Sprowl, Marketing and Communications Director, YBI
jsprowl@ybi.org

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