Advisory for real estate, proptech, and AI-powered asset platforms

Beyond the books and the stage, I advise a small number of founders and operators building at the intersection of real estate, mobility, and AI. The common thread is real-world systems — software that has to survive operational pressure, business incentives, and the friction of actual customers and physical assets. No software theater.

I'm most useful when a company needs sharper product and technical direction around AI, operations, monetization, and real-world systems — and wants AI that ships into the business rather than living in a demo.

Where I help

Engagements are shaped around what the business actually needs, but they usually touch a few areas:

• Product and technical direction — turning a vision into an architecture and a roadmap a team can build against.
• AI that ships — designing systems that remember, sense, act within guardrails, and learn, then getting them into production.
• Operations and monetization — finding where value leaks and where AI can create efficiencies and profit.
• Real-world asset platforms — software where property, parking, mobility, charging, and access become operating assets.

Who it's for

Founders and operators in real estate technology, proptech, parking and mobility, EV and AV infrastructure, and AI-powered asset platforms — teams with a real business and a real reason to get the technology right.

How to start

Concise, specific outreach is best. Tell me what you're building and where product, engineering, or AI need to get sharper. If there's a fit, I'll get back to you.

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