Using AI to Unlock Smarter Real Estate Investments Hi, I’m Olivia Ramos, founder and CEO of Deepblocks. I’m excited to share a glimpse into the work we’ve been doing at the intersection of artificial intelligence and real estate site selection. Deepblocks was founded in 2016 out of Singularity University with a clear mission: to merge real estate development data with AI in order to uncover more productive investment opportunities and help shape smarter cities. My background includes a master’s in architecture from Columbia University, a second master’s in real estate development from the University of Miami, and early experience in big data navigation software through DARPA’s Innovation House. That journey led to the creation of Deepblocks, where we’ve since developed eight products and nine offerings focused on helping investors identify high-potential real estate development opportunities. Today, I’m excited to introduce one of our newest innovations — a highest and best use report powered by 32 integrated AI models. This report analyzes a half-mile radius around a property to determine what’s happening in the area and what should be built. It’s designed to seamlessly plug into our broader AI-powered pipeline, offering actionable insights for both new developments and acquisitions. At Deepblocks, we create off-market real estate development leads using proprietary software, advanced AI pipelines, and a unique database of digitized zoning data across 300+ cities. We’re building the tools that empower agents, acquisition teams, and investment funds to think exponentially and act strategically. #RealEstateInnovation #SmartCities #AIPoweredInvesting #DataDrivenDecisions #InvestmentOpportunities #UrbanDevelopment #PropTechRevolution #ZoningInsights #AIinRealEstate #FutureOfHousing

At Deepblocks, we’re transforming how real estate professionals discover hidden, underutilized opportunities with alpha. Using AI-driven insights and our digitized zoning database across 300+ cities, we generate off-market development leads for agents, acquisition teams, and investment funds. From identifying leads and providing market signals to building relationships with developers and representing projects, our AI-Driven technology empowers you to sell more units and scale your business faster. With the power of AI and connected data pipelines, we’re bridging the gap between zoning intelligence and deal-making. 📊 Smarter leads. 🏗️ Stronger relationships. 💼 Faster transactions. This is the future of real estate development. #PropTech #AI #RealEstateDevelopment #ZoningData #Deepblocks

"AI creates the alpha that every CRE operator is chasing in today's market." — Mark Kurowski It's not just about speed. It's about discovering opportunities in your portfolio you didn't know existed. Watch the full recording to see how one multifamily owner used AI to unlock capital options in real-time: https://lnkd.in/eECXVcCM #CRE #Multifamily #LobbyAI #PropTech

In real estate investment, timing is everything—and the right signals can make all the difference. At Deepblocks, we use AI to detect early, off-market development opportunities before the rest of the market catches on. Our platform combines powerful software, advanced AI pipelines, and a proprietary database of digitized zoning data across more than 300 U.S. cities. This video breaks down the timing of investment signals—from late demographic shifts to early zoning changes—highlighting how early indicators can lead to significantly higher returns. While demographic data is useful, by the time it surfaces, it’s often too late. Zoning and permitting data, on the other hand, provide early signals that smart investors can act on to capture value before it's widely recognized. If you're an agent, acquisition team, or fund looking for the edge, Deepblocks delivers the insights you need—when you need them most. #RealEstateInvestment #PropTech #AI #ZoningData #EarlySignals #Deepblocks"

Real estate isn’t asking if AI matters anymore — it’s figuring out how to scale it. From our work with leading firms, one thing’s clear: the real barrier isn’t tech — it’s the operating model. Firms that treat AI as core infrastructure — not a side project — are the ones unlocking real portfolio impact. 👉 Swipe through for three tactics driving AI transformation across real estate. 📍 Join us at CREtech NYC (Oct 21–22, Javits Center) or book time with Tony McGibbon, our Head of Real Estate Practice, to see how to put them in motion.

You're absolutely right—and this is critical for everyone in multifamily to understand. HUD's May 2024 guidance on AI and the Fair Housing Act established something game-changing: You're liable for discriminatory outcomes from AI systems—even if you're using third-party vendors. Here's the reality that's keeping compliance officers up at night: Most operators don't even know their screening tools use AI Even fewer can explain how these systems actually evaluate applicants Almost none can audit their AI vendors for bias or compliance issues The bottom line: "I didn't know it used AI" or "I don't understand how the algorithm works" won't protect you if your screening tool produces discriminatory outcomes.

Introducing Hakken — an AI-driven decision-intelligence platform transforming how developers, governments, and investors plan cities and large-scale projects. Instead of spending months producing a few manual options, Hakken uses AI, data fusion, and generative design to create optimized scenarios with financial, environmental, and social insights — empowering decision-makers from day one. 🌍 Faster. Smarter. More sustainable real estate. #AIinRealEstate #UrbanInnovation #GenerativeDesign #SmartCities #PropTech #Masterplanning #RealEstateDevelopment #HakkenAI #DigitalTwin #EarlyStageDesign #AIforGood

🏡 Real Estate Meets AI: How Zillow Scraping + Machine Learning = Predictive Power The real estate industry is shifting fast - and in 2025, data is the new location. Top real estate firms, investors, and proptech startups are no longer relying on guesswork. They’re scraping Zillow’s massive property data to fuel AI models that predict market movements, price shifts, and buyer intent - before anyone else does. Here’s what’s changing: 🔹 Automated Zillow scraping pulls real-time data - prices, property types, agent listings, and historical trends. 🔹 AI models analyze this data to identify undervalued areas, forecast rent growth, and optimize investment timing. 🔹 Result? Smarter buying, higher ROI, and faster decision-making. In a world where every second counts, Zillow data isn’t just information - it’s competitive intelligence. 💡 Imagine predicting which neighborhood will surge in value months before the market reacts. That’s the edge that data-driven real estate teams are building right now. 📩 info@hirinfotech.com 🌐 www.hirinfotech.com #ZillowData #RealEstateAI #PropTech #WebScraping #RealEstateInvesting #DataDriven #MachineLearning #AIInsights #SmartInvesting #ZillowScraping #DataAutomation

🏡 Real Estate Meets AI: How Zillow Scraping + Machine Learning = Predictive Power The real estate industry is shifting fast - and in 2025, data is the new location. Top real estate firms, investors, and proptech startups are no longer relying on guesswork. They’re scraping Zillow’s massive property data to fuel AI models that predict market movements, price shifts, and buyer intent - before anyone else does. Here’s what’s changing: 🔹 Automated Zillow scraping pulls real-time data - prices, property types, agent listings, and historical trends. 🔹 AI models analyze this data to identify undervalued areas, forecast rent growth, and optimize investment timing. 🔹 Result? Smarter buying, higher ROI, and faster decision-making. In a world where every second counts, Zillow data isn’t just information - it’s competitive intelligence. 💡 Imagine predicting which neighborhood will surge in value months before the market reacts. That’s the edge that data-driven real estate teams are building right now. 📩 info@hirinfotech.com 🌐 www.hirinfotech.com #ZillowData #RealEstateAI #PropTech #WebScraping #RealEstateInvesting #DataDriven #MachineLearning #AIInsights #SmartInvesting #ZillowScraping #DataAutomation

🏡 Real Estate Meets AI: How Zillow Scraping + Machine Learning = Predictive Power The real estate industry is shifting fast - and in 2025, data is the new location. Top real estate firms, investors, and proptech startups are no longer relying on guesswork. They’re scraping Zillow’s massive property data to fuel AI models that predict market movements, price shifts, and buyer intent - before anyone else does. Here’s what’s changing: 🔹 Automated Zillow scraping pulls real-time data - prices, property types, agent listings, and historical trends. 🔹 AI models analyze this data to identify undervalued areas, forecast rent growth, and optimize investment timing. 🔹 Result? Smarter buying, higher ROI, and faster decision-making. In a world where every second counts, Zillow data isn’t just information - it’s competitive intelligence. 💡 Imagine predicting which neighborhood will surge in value months before the market reacts. That’s the edge that data-driven real estate teams are building right now. 📩 info@hirinfotech.com 🌐 www.hirinfotech.com #ZillowData #RealEstateAI #PropTech #WebScraping #RealEstateInvesting #DataDriven #MachineLearning #AIInsights #SmartInvesting #ZillowScraping #DataAutomation