I help commercial real estate private equity firms build the operational infrastructure to scale like institutions — without institutional headcount.
Schedule a Diagnostic CallThe portfolio. The track record. The relationships. The deal judgment that took decades to develop. None of that is going away.
But there's a ceiling most firms hit between $500 million and $5 billion. The infrastructure that got you here — lean teams, hands-on principals, deal-by-deal execution — starts working against you. Your team's capacity becomes the bottleneck, not their talent.
You can't absorb more capital because you can't deploy it, monitor it, and report on it fast enough. The next fund requires a different kind of operating backbone than the last one did.
The firms winning the next round of institutional capital aren't just showing strong returns. They're showing that their platform can absorb that capital — that they have the sourcing engine, the underwriting discipline, the portfolio monitoring, and the reporting infrastructure to deploy the next $500 million as efficiently as they deployed the prior $250 million.
Agents monitor listing platforms around the clock, pull comps, and surface only the opportunities that fit your criteria. When the market turns, you move first.
First-pass models, comparable transactions, cash flow projections, and risk flags — assembled before a human touches the file. Your analysts do analysis, not data assembly.
Quarterly reports, capital account statements, distribution waterfalls, and fund performance narratives drafted to your standards. Raising the next fund doesn't require doubling the back office.
NOI drift, covenant compliance, CapEx variance, and lease expirations tracked in real time. Anomalies surface before they become problems.
Every deal memo, IC discussion, and market call feeds back into the system. Over time, it reflects your firm's philosophy and instincts — something no competitor can buy off the shelf.
Every system below was built on live transactions and operational data across two real estate investment managers — not simulated, not hypothetical.
Agentic system pulls commercial listings across multiple platforms daily, scores against the firm's investment criteria, and delivers a ranked pipeline before the team arrives each morning. Analyst hours redirected from sourcing to evaluation.
From offering memorandum to IC-ready package: financial analysis, comparable transactions, risk flagging, and structured memo — produced in hours, not days. Each completed deal feeds back into the firm's assumption library, compounding judgment over time.
14 agentic AI systems developed and undergoing implementation across two real estate investment managers. Institutional-grade SOPs, compliance policies, and a fully architected knowledge base — built to PERE 100 standards.
Daily macro intelligence, deal-specific judgment briefs, AI capability monitoring, and industry analysis — all delivered to the CIO before the markets open. The operational awareness that institutional platforms have, at a fraction of the cost.
End-to-end capital raising systems — PERE-focused investor databases continuously enriched through automated research agents, targeted outreach sequences drafted to compliance standards, and LP prospecting systematized the same way the deal pipeline is.
A firm-wide knowledge capture system that turns every transaction into institutional memory — deal evaluation criteria, IC decision history, market views, and operational playbooks indexed and retrievable by AI. The firm's pattern recognition compounds with every quarter.
Listen first. We map how work actually flows through your firm — the real version, not the org chart version. Where does senior time get consumed by tasks that don't require senior judgment?
Show results early. We deploy on two or three high-impact workflows within weeks. Your team sees the difference before we go deeper.
Build the infrastructure. Autonomous agents doing the work of full-time staff around the clock, trained on your platform's knowledge base, criteria, and evaluation standards.
Make it permanent. The system compounds with every transaction. It becomes institutional memory — your firm's philosophy encoded into infrastructure that scales with you.
"The asset is not the building or the portfolio. The asset is the system — the fund structure, the LP relationships, the operating platform — that allows capital to flow through the firm. The buildings are the medium through which the system expresses itself."
At Vornado Realty Trust, I saw how disciplined institutional infrastructure works inside a $5 billion mixed-use portfolio. At Aspen Heights, I built a systematic sourcing platform from scratch across 91 university markets. At Casoro Group, as Chief Investment Officer, I led investment strategy, capital raising, and portfolio growth — 18 transactions exceeding $600 million — and saw firsthand the gap between having a thesis and having the infrastructure to execute it at scale.
That gap is what I now close for clients. As a fractional Chief AI Officer, I bring principal-side CRE experience and production AI systems to firms ready for their next stage of growth.
A 97.5% agent failure rate on real professional work. The failures concentrate exactly where the stakes are highest.
Your most capable people are spending 75% of their time on work that produces no investment return. Infrastructure changes that equation.
The firms scaling fastest in CRE PE aren't the best stock-pickers of real estate. They're the ones that built the system.
The best engagements start with a straightforward discussion about where you are and where you're trying to go.
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