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

In just a few clicks, we narrowed down 4,243 properties in West Village to 34 high-potential off-market leads for new construction. At Deepblocks, we’re using AI to transform the way acquisition teams, real estate agents, and investment funds discover development opportunities. Our proprietary software leverages advanced AI pipelines and a uniquely digitized zoning database—available in 300+ U.S. cities—to uncover leads that would otherwise stay hidden. This isn’t about buying lists. It’s about instant, actionable intelligence that is scalable across your cities of interest. Curious what Deepblocks can find in your market? Let’s talk. #AI #PropTech #RealEstateDevelopment #ZoningData #SiteSelection #Deepblocks #NewConstruction #OffMarketLeads

💡 Revolutionizing leasing with AI-powered teams! We caught up with Trevor Romoff, VP of Sales at DashQ, who shared how they're transforming the multifamily leasing landscape through high-performance teams and cutting-edge AI technology! Discover how virtual leasing agents are reshaping the industry… Watch the full interview here: http://spr.ly/6047AxKev #RealEstate #AI

Generative AI is quietly transforming how we do real estate development. At our firm, we use it daily to amplify our team’s ability to analyze sites, test feasibility, and visualize early concepts — all before an architect even opens a CAD file. Real estate has always been a numbers-driven business, but visuals tell the story. The ability to translate data into imagery — instantly — is bridging the gap between analysis and imagination. In one recent test, we used publicly available site data and our program requirements to generate a concept rendering in just 15 minutes. The takeaway? Generative AI isn’t replacing expertise — it’s accelerating insight and helping developers make smarter, faster decisions. #RealEstateDevelopment #GenerativeAI #PropTech #blackfishcapital

How sustainable are the ARR curves at Genspark, Lovable, Manus AI, and Replit once features start to blur and users become more aware of agentic pricing? This was a question I thought about almost every day while pricing DeepSky before the Airtable acquisition. Any AI go-to-market motion, or any new product launch, really, requires choices among freemium access, trials, and pricing design aligned with the right commercialization model. I often read analyses from VCs and a few well-known founders, but I rarely see operators who have lived through this dive into agentic pricing from the inside. And honestly, why would they? Revealing the mechanics of your margin expansion, model choice, or compute efficiency makes it harder to stay model-agnostic and competitive. In the third piece of my Substack series, I’ll explore how companies choose between these commercialization paths and how agentic pricing is reshaping early-stage AI GTM strategy. Follow along for the previous two parts as well: a summary of the DeepSky–Airtable acquisition and a piece on the Feature and Engineering Acceleration calculus. I’ll also follow up with a fourth post soon that breaks down the zero-to-one user acquisition story through the MBA Strategist Program. Thanks for following along!

What is Chain of Thought? Making AI show its work, like math class. Instead of just saying "deny this application," it explains why step-by-step. Super important for fair housing—you need to know how decisions are made. Compliance critical: Explainable decisions = defensible decisions. Protect yourself from discrimination claims. 🚀 Build transparent AI at Multifamily NEXT | January 27-29, Dallas TX #MultifamilyNEXT #ExplainableAI #FairHousingCompliance #TransparentTech #AuditableAI https://lnkd.in/e-4i43_K

💡 Everyone’s Racing to Build AI for Real Estate — But Almost No One Is Rebuilding Its Foundation Every few weeks, there’s a new “AI for real estate” launch — faster searches, smarter valuations, better insights. But here’s the question almost nobody asks: What is this AI actually learning from? Most real estate data wasn’t designed for intelligence — it was designed for transactions. It tells you what sold and for how much, but it rarely captures why. The “why” lives in the subdivision layer — • the line of a condo stack that gets a premium view, • the HOA rule that limits rentals and shifts demand, • the difference between two streets in the same ZIP code that look similar on paper but sell 20% apart. Those nuances aren’t in the data. They live in spreadsheets, PDF attachments, and human memory. So while AI can summarize listings, it can’t reason about value, risk, or timing — because it doesn’t see the relationships that humans do. That’s the foundation that needs rebuilding. Not the interface. Not the model. The data itself — structured, contextual, and connected. Until that happens, real estate AI will stay surface-level — automated, but not intelligent. #PropTech #AI #RealEstate #DataStrategy #StructuredData #MachineLearning #Innovation #RealEstateTechnology #MarketIntelligence #DataInfrastructure #ContextualAI #CRETech #RealEstateInvesting #Subdivisions

From property performance to portfolio intelligence — that’s where the future of multifamily is headed. For too long, operators have relied on fragmented data, reactive reporting, and intuition to drive decisions. Betterbot’s Agentic AI changes that, transforming every resident interaction into a measurable insight. Our platform helps owners and operators: 🔹 Predict churn before it happens 🔹 Benchmark satisfaction across properties 🔹 Quantify renewal-driven NOI improvements with precision The result? Smarter insights. Faster payback. Because true performance doesn’t come from guesswork — it comes from intelligence that learns, acts, and optimizes in real time. Portfolio intelligence, not intuition. https://bit.ly/3WEg4Ku

What is Chain of Thought? Making AI show its work, like math class. Instead of just saying "deny this application," it explains why step-by-step. Super important for fair housing—you need to know how decisions are made. Compliance critical: Explainable decisions = defensible decisions. Protect yourself from discrimination claims. 🚀 Build transparent AI at Multifamily NEXT | January 27-29, Dallas TX #MultifamilyNEXT #ExplainableAI #FairHousingCompliance #TransparentTech #AuditableAI https://lnkd.in/enRSWEFx

What is Chain of Thought? Making AI show its work, like math class. Instead of just saying "deny this application," it explains why step-by-step. Super important for fair housing—you need to know how decisions are made. Compliance critical: Explainable decisions = defensible decisions. Protect yourself from discrimination claims. 🚀 Build transparent AI at Multifamily NEXT | January 27-29, Dallas TX #MultifamilyNEXT #ExplainableAI #FairHousingCompliance #TransparentTech #AuditableAI https://lnkd.in/enRSWEFx