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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.
Keeping Up With AI in CRE · Vol. 2
AI orchestrationfor commercial real estate.
Most CRE professionals use AI to speed up tasks. But speed alone doesn't move revenue. Learn why orchestration, not automation, is the real edge.
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Inside the article
What you’ll learn.
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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.
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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.
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AI orchestration article.
Why automation alone won't move revenue, the three pillars of real AI orchestration, and how asset-level systems can add millions in value through NOI.
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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 systems we wished we’d had access to.
Aidan Scudder
Partner
Former Kochava and HPE. NSF-funded research on physics-informed neural networks. Designs the autonomous agents that power every PSV AI system.
Zed Truong
Partner
Former PGIM and Voit Real Estate. Closed $1B+ in CRE transactions, underwrote $11B+ across every asset class. Knows which workflows to automate first.
Gedeon Baende
Partner
Former Goldman Sachs engineer and AWS AI scholar. Awarded for AI battery degradation models, featured in an AWS documentary. Builds the systems that make engagements reliable.
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