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Keeping Up With AI in CRE - Vol. 2


Orchestration, Not Automation.

Most CRE professionals are using AI to speed up tasks. But speed alone doesn't move revenue. Learn why orchestration, not automation, is the real edge.

Why automation is short-term arbitrageThe skills + tools + memory frameworkHow asset-level AI adds millions in value

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Read by professionals from

BrookfieldCBREStockbridgeJLLCushman & Wakefield
Inside the Article

What You'll Learn

Why Automation Is Short-Term Arbitrage

Underwriting faster doesn't mean more good deals get done. Automating outbound doesn't automatically translate to more leads. When everyone adopts the same AI tools, your edge becomes obsolete.

Speed alone doesn't move revenue

The Orchestration Framework

Every real workflow has three parts: Skills (how AI thinks), Tools/APIs (where data and actions come from), and Memory/MCPs (what the system remembers). Miss any one, and the workflow breaks.

Skills + Tools + Memory

Asset-Level AI That Adds Millions

Deploy always-on AI systems customized to a property. A 5% reduction in expenses on a $40M asset can add $3M in value through NOI, without buying better or refinancing.

$3M value-add from operations alone
Right for you?

Who This Is For

Built for CRE professionals who are serious about building AI systems that actually move revenue, not just speed up the same manual work.

CRE professionals who want more than just faster workflowsYou've automated tasks with AI but revenue hasn't moved. This article explains why, and what the real winners are doing differently.
Teams exploring AI orchestration but unsure what it actually meansCoWork isn't orchestration. Learn the three-part framework (skills, tools, memory) that separates real systems from fancy prompts.
Operators and asset managers looking for an edgeSee how always-on AI systems at the property level can cut expenses and add millions in value through NOI, without changing the deal.
Firms that want to build AI systems, not just use AI toolsThe long-term winners in every tech revolution were orchestrators, not early adopters. This article shows you how to be one.
Volume 1

Missed the first volume?

Learn how to use Claude AI for commercial real estate. Real prompts, real workflows, and a step-by-step project you can deploy today.

Read Vol. 1
About Us

We've closed the deals. Now we automate them.

$1B+ in CRE transactions closed, $11B+ underwritten, NSF-funded AI research published. We built our careers in real estate and enterprise software, then built the AI employees we wished we'd had.

Aidan Scudder

Aidan Scudder

Head of AI

Former Kochava and HPE. Published NSF-funded research on physics-informed neural networks. Designs the autonomous agents that power every AI employee.

KochavaHewlett Packard Enterprise
Zed Truong

Zed Truong

Head of Operations

Former PGIM and Voit Real Estate. Closed $1B+ in CRE transactions and underwrote $11B+ across all asset classes. Active real estate investor. Knows exactly which workflows to automate first.

PGIMVoit Real Estate
Gedeon Baende

Gedeon Baende

Head of Product

Former Goldman Sachs engineer and AWS AI scholar. Awarded for AI battery degradation models and featured in an AWS documentary. Builds the systems that make AI employees reliable.

Goldman SachsAWS
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