AI for Real Estate

Most commercial real estate firms believe AI will transform their business. Only 9% have done anything about it. That is not a technology problem. It is a workflow problem - and no one is asking the right question to close the gap. Eglae Recchia, CEO of Keyway, has been building purpose-built AI infrastructure for CRE for five years. Her read on the 91% is direct: the industry moved toward solutions before identifying the problems. Three things worth noting from the conversation: The build-vs-buy math is settled. A CTO she spoke with recently gave his team open access to general-purpose LLM APIs. They spent $100,000 in tokens in a month and got inconsistent outputs. Keyway's entire team works on one problem. A CRE firm's tech team does not. Hallucinations are an underwriting liability. General-purpose models produce different answers to identical inputs. That is tolerable for email drafts. It is not tolerable in a fiduciary environment. Keyway's agent orchestration layer, trained on thousands of CRE deals and tens of thousands of OMs, enforces consistency. 50,000 data points per asset, normalized in real time. The platform surfaces the delta between an OM's claimed comp set and what the market actually shows - along with a similarity score and a corrected set - in under two minutes. Firms that identify which workflow to hand to AI first will compress analysis cycles that currently consume senior analyst time. Firms that keep waiting for a cleaner entry point will find their competitors have already moved on to the next workflow.

CRE brokerages have spent tens of thousands configuring Salesforce. Nobody uses it. The data is stale, the pipeline is fiction, and the analyst is entering last week's emails at 8pm to stay compliant. Yaakov Zar, founder and CEO of Lev.com, has spent six years building a system to fix exactly that. AI-native deal management, not a retrofitted CRM. Lev ingests documents, extracts deal facts, resolves conflicts across sources, and surfaces a single source of truth - without manual data entry. The lender outreach problem is structural, not behavioral. Brokers don't fail to follow up because they're lazy; they fail because tracking 30 lender responses across email, Excel, and Salesforce is an analyst job that breaks at scale. Lev automates the intake, parsing, and quote matrix automatically. The platform is now open infrastructure. API, MCP connectors, and a CLI mean firms can build their own CRE operating system on top of Lev's deal data layer - rather than vibe-coding something that breaks under enterprise compliance requirements. Firms that keep running capital markets on spreadsheets are not just inefficient - they are building institutional knowledge in a format that walks out the door with every departing analyst. The structural advantage of organizations that systematize this data now will compound. For firms that wait, the gap will not close. *** At GowerCrowd, we are bringing the most advanced AI tools to our clients for capital formation - and across other operational verticals too (like acquisitions). If you'd like to learn more about how we can assist you too, please reach out. Subscribe to my newsletter and get access to this transformational intel before anyone else: https://gowercrowd.com/subscribe Email: adam@gowercrowd.com Call: 213-761-1000

Most CRE teams are not losing deals because of capital, talent, or market access. They are losing because they move too slowly because initial underwriting and deal marketing are still painfully manual across much of the industry. Spreadsheets. Templates. Design tools. Email chains. Outsourced vendors. All stitched together by habit. That friction costs time, and time costs deals. In my latest AI/CRE Demo Day show Anton Zajac, CEO of IntellCRE, demonstrates (onscreen) what happens when those bottlenecks disappear. What stood out immediately: BOVs and OMs that once took 20+ hours can be produced in minutes Initial underwriting and marketing stop being separate workflows Small teams gain enterprise-level output capacity Deal marketing becomes proactive, not reactive IntellCRE automates the unglamorous middle of CRE work: data aggregation, comps, market context, financials, and presentation. The result is not just speed. It's a pure, AI driven competitive advantage. Some questions the platform answers clearly: What if initial deal screening was no longer the bottleneck? What if marketing output scaled without adding staff? What if BOVs became a prospecting weapon instead of a sunk cost? What changes when responsiveness becomes your edge? If you work in brokerage, acquisitions, or high-volume CRE investing and speed matters to you, this is worth seeing. Not a concept. Not a slide deck. A genuine AI platform specifically designed for CRE pros. Trust me (I'm a doctor) this is worth a look. *** At GowerCrowd, we are aggressively researching AI tools you can actually use and that bring real, immediate value to your business. Subscribe to my newsletter and get access to this transformational intel before anyone else: https://gowercrowd.com/subscribe Email: adam@gowercrowd.com Call: 213-761-1000

My guest this week, Jeremy Roll, is a full-time professional passive investor with more than two decades of experience allocating capital across multiple real estate cycles. He is relentlessly data-driven, deeply immersed in macro and capital markets, and unapologetically conservative in how he thinks about risk. That combination matters right now. Jeremy is not trying to predict the next rate cut or headline shift. He is focused on something far more useful: where we actually are in the cycle, which assumptions quietly failed in 2025, and why capital remains sidelined despite constant talk of opportunity. His view of the market heading into 2026 is sober, unsentimental, and grounded in how cycles really work. The overarching thesis of our conversation is simple but uncomfortable: predictability broke, patience was rewarded, and many investors learned the wrong lesson. We discuss questions that serious investors and sponsors should be asking themselves now, including: Why did "survive till 25" fail so completely? Why have interest rates stayed higher than most expected? If there is so much capital on the sidelines, why isn't it moving? Why hasn't price discovery fully happened yet? Where does real opportunity actually come from in a slow-moving reset? What was the real mistake behind floating-rate, value-add deals? How should investors evaluate sponsors after the last three years? Jeremy also draws a sharp distinction between heavy value-add investors, who are already active, and value-oriented investors, who face the very real risk of being too early. He frames today as closer to late 2009 or 2010 than 2011: the light is visible, but the reset is not complete. This is not a conversation about hype, shortcuts, or timing the exact bottom. It is about discipline, incentives, and understanding why doing nothing for long stretches is sometimes the most rational strategy. If you invest in commercial real estate or allocate capital to those who do, this episode will help you think more clearly about what actually matters heading into 2026. *** In this series, I cut through the noise to examine how shifting macroeconomic forces and rising geopolitical risk are reshaping real estate investing. With insights from economists, academics, and seasoned professionals, this show helps investors respond to market uncertainty with clarity, discipline, and a focus on downside protection. Subscribe to my free newsletter for timely updates, insights, and tools to help you navigate today's volatile real estate landscape. You'll get: Straight talk on what happens when confidence meets correction - no hype, no spin, no fluff. Real implications of macro trends for investors and sponsors with actionable guidance. Insights from real estate professionals who've been through it all before. Visit GowerCrowd.com/subscribe Email: adam@gowercrowd.com Call: 213-761-1000

Ken Rogoff does not trade in headlines or market timing. He trades in history. As Professor of Economics at Harvard and co-author of This Time Is Different, Rogoff has spent decades studying what happens when societies convince themselves old rules no longer apply. His latest book, Our Dollar, Your Problem, extends that lens to today's economy – and to the quiet assumptions underpinning U.S. financial dominance. In our conversation, Rogoff unpacked why the dollar's "exorbitant privilege" still matters, why it is slowly eroding, and why the real risks facing the U.S. economy are not where most people are looking. This was not a discussion about panic. It was a discussion about probability. Among the questions Rogoff addresses: Why does dollar dominance lower borrowing costs for U.S. households and businesses – and what happens if that advantage fades? Why is the combination of high debt and higher interest rates historically dangerous, even for advanced economies? Why central bank independence matters more than most people realize – and why it is under pressure from both sides of the political spectrum. Why commercial real estate stress is serious but not systemic – and what risks matter more. Why AI could extend U.S. economic strength or trigger a sharp reversal – and why today's low volatility is misleading. Rogoff's core message is unsettling precisely because it is familiar. The United States has navigated debt, inflation, and institutional stress before. It did not escape unscathed. It adapted under pressure. The question is not whether adjustment comes. It is how – and under what conditions. If you care about macro risk, capital markets, or the long-term assumptions embedded in real estate and investment decisions, this conversation is worth your time. Tune in to hear it in full. *** In this series, I cut through the noise to examine how shifting macroeconomic forces and rising geopolitical risk are reshaping real estate investing. With insights from economists, academics, and seasoned professionals, this show helps investors respond to market uncertainty with clarity, discipline, and a focus on downside protection. Subscribe to my free newsletter for timely updates, insights, and tools to help you navigate today's volatile real estate landscape. You'll get: Straight talk on what happens when confidence meets correction - no hype, no spin, no fluff. Real implications of macro trends for investors and sponsors with actionable guidance. Insights from real estate professionals who've been through it all before. Visit GowerCrowd.com/subscribe Email: adam@gowercrowd.com Call: 213-761-1000