Tag Archive for: AI Agent

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New Workflow: Map Operating Statements in Minutes, Not Hours

If you’ve underwritten even a handful of deals, you know the pain: you get an income and expense statement from a property owner, and it’s a mess. Vague line items like “Repairs & Misc.” or “Admin/Other” don’t tell you much.…
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Roadmap for Becoming an AI-Native CRE Firm

Commercial real estate (CRE) is entering a new era—one where AI-native firms will dramatically outpace their competitors in productivity, insights, and agility. But what does it actually mean to be "AI-native"? And more importantly, how can…
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New Workflow: Instantly Build a Full STNL Financial Model from an OM

If you’ve ever spent an afternoon manually entering deal assumptions into an Excel model, flipping between pages of the OM, double-checking decimal points, and wondering if you caught every input, you’ll appreciate this one. Now, the…
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Why Only AI-Native Real Estate Companies Will Survive (and Win)

A few days ago, I came across an internal memo from Shopify’s CEO, Tobi Lütke. It was honest, direct, and already in the process of being leaked—so he published it himself. One line stopped me cold: “Reflexive AI usage is now a baseline…
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Primer: Vertical AI Agents for Real Estate

Generative AI is moving fast, and commercial real estate (CRE) could be next in line to see big changes. One emerging concept is the Vertical AI Agentic Platform—a specialized solution designed to support highly nuanced, industry-specific…