01
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 orchestration for 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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By Zed Truong, Co-founder, Pacific Software VenturesPublished · Updated
“The team is highly impressed with the custom underwriting agent that we received.”
Brandon Rowell
Analyst · Westlake Realty Group
“The team is loving PSV AI Strategy and Build Framework.”
Kristina Chang
Chief Executive Officer · Westlake Realty Group
“I’ve bragged about you guys.”
Matt Cooper
Principal Broker & Co-Founder · Stride Commercial
“We use PSV to underwrite IOS deals and produce BOVs in 1/10th the time it used to take us.”
Sid Bhatt
Commercial Advisor, CCIM SIOR · Saunders Real Estate
Inside the article
What you’ll learn.
02
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.
03
Asset-level AI that adds millions
Deploy always-on AI employees 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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Read the full 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.
Institutional CRE experience from PGIM and Voit, NSF-funded AI research published. We built our careers in real estate and enterprise software, then built the systems we wished we’d had.
Aidan Scudder
Partner
Former Kochava and HPE. NSF-funded research on physics-informed neural networks. Designs the autonomous systems behind every PSV build.
Zed Truong
Partner
Former PGIM and Voit Real Estate. He has closed $1B+ in commercial real estate transactions and underwritten $11B+ across asset classes. 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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