How Agentic AI Lets Small CRE Shops Compete Like Institutions
The Hidden Advantage You’ve Been Waiting For If you’re an analyst in a small multifamily acquisitions shop, say, you just got handed a 90-page OM on a tight deadline, your VP is asking for a model by 5 PM, and you’re still waiting on market data from a broker who won’t return your call, you […]
Decoding Agentic AI: The Autonomous Engine Driving CRE Analysis
Introduction: The Dawn of Autonomous AI in Enterprise Finance The landscape of enterprise AI adoption is undergoing a dramatic transformation. Just a few years ago, a mere 48% of organizations were experimenting with AI, but that figure has now surged to an impressive 72%. This rapid increase isn’t just about curiosity; it’s a recognition of […]
The Agentic Era: Unlocking Transformative Potential with AI Agents
Keeping up with the latest trends in AI is extremely challenging today, as new products and product improvements emerge weekly. One way I stay up to date is by listening to the podcast “The Daily AI Brief” with host Nathaniel Whittemore. In the post that follows, I have distilled some of Nathaniel’s research on “agentic” […]
Andrew Ng’s Vision: The Transformative Rise of AI Agents
Andrew Ng, a prominent figure in the field of Artificial Intelligence, recently made a public presentation where he likened AI to “the new electricity,” a general-purpose technology with the power to unlock countless new applications. While much of the recent buzz in AI has centered on foundational models and semiconductors, Ng emphasizes that the true […]
Part 2: Characteristics of a Frontier Firm: The Blueprint for AI-Powered Success
In the first part of this series, we explored the critical “why now” behind the rise of the Frontier Firm and the phased journey organizations embark on to embrace AI. Now, let’s delve deeper into what truly defines these pioneering organizations. What makes a Frontier Firm stand out? How do they operate, and what unique […]
Software 3.0: Paving the Way for Agentic Real Estate and the Future of CRE
The Next Evolution of Software – and Why Real Estate Won’t Escape It Commercial real estate, an industry historically slow to adapt to technological shifts, is now staring down a transformation it can’t afford to ignore. The catalyst is what Andrej Karpathy, a pioneer in modern AI, calls Software 3.0 , the new age of […]
Andrew Ng’s Vision: The Transformative Rise of AI Agents
Andrew Ng, a prominent figure in the field of Artificial Intelligence, recently made a public presentation where likens AI to “the new electricity,” a general-purpose technology with the power to unlock countless new applications. While much of the recent buzz in AI has centered on foundational models and semiconductors, Ng emphasizes that the true value […]
Part 1: The Journey to Becoming a Frontier Firm: Navigating the AI Revolution
The landscape of work is shifting beneath our feet. For decades, the pace of business has been steadily accelerating, pushing human capacity to its limits. Now, a new force is emerging, one that promises not just to keep pace but to redefine what’s possible: Artificial Intelligence. This isn’t just another tech upgrade; it’s a fundamental […]
AI Workflow Agents
How AI Labor Is Transforming Commercial Real Estate Underwriting The Rise of AI Workflow Agents: A Game-Changer in Commercial Real Estate Underwriting Imagine compressing a week’s worth of commercial real estate underwriting into minutes. A new class of AI-powered workflow agents can now ingest offering memoranda, rent rolls, and trailing financials; extract the critical data; […]
Will AI Take My Job—or Make It Better? – Part 3
“The future isn’t human or AI. It’s human with AI, working as a team.” Part 3: The Co-Evolution By now, it should be clear: AI is neither savior nor saboteur. It’s a force multiplier, neutral in intent but transformational in impact. And in commercial real estate, the opportunity isn’t in resisting change. It’s in designing […]