Custom AI for Real Estate GPs

I build the AI that real estate GPs actually use.

20+ years building platforms in CRE and property data — from first commit to acquisition. I build custom AI systems for GPs and sponsors: deal analysis, document and diligence workflows, and secure AI environments. Production code, not prototypes.

Send me your top 3 headaches
CTO across venture-backed and bootstrapped companies
20+
Years building products across CRE, fintech, marketplace, and enterprise SaaS
3→65
Scaled Verivest from early team to 65 employees as President over 8 years
600M+
Property records processed at AbodeMine — geospatial AI at scale
About

Builder first, advisor second

I've spent my career at the intersection of product and engineering — building platforms that handle hundreds of millions of records, leading teams through hyper-growth, and making the hard architectural decisions that compound over years.

My work spans commercial real estate investment platforms, AI-powered property data systems, social commerce, and enterprise workplace tools. I've raised venture capital, bootstrapped to profitability, and navigated acquisitions from both sides of the table.

Today I ship production AI for real estate GPs and sponsors — not surface-level chatbot integrations, but agentic deal analysis, intelligent document and diligence pipelines, and secure AI environments for work that touches sensitive data.

I write production code, design system architecture, and sit in the room with your leadership team. I'm not the advisor who sends a slide deck and disappears.

Services

How I work with GPs

01
Custom AI Builds for Real Estate GPs
Deal analysis agents, diligence automation, lease and document workflows. Production-grade AI systems built by someone who spent 8+ years inside the CRE operating environment.
02
Secure AI Environments
Your firm sits on investor PII, LP agreements, deal memos, and broker comps. I design and implement secure AI environments — from Claude enterprise deployments to custom tooling — so your team gets the productivity gains without the compliance risk.
03
AI Product & Architecture Advisory
Strategic guidance on where and how AI creates real value in your operation. From agentic system design to data pipeline architecture, I help you move beyond proofs of concept into production-grade AI that compounds.
04
Technical Due Diligence
Deep-dive architecture and engineering team assessments for PE firms, VCs, and acquirers. I evaluate code quality, scalability risks, technical debt, team capability, and AI readiness — delivering clear, actionable reports.
Selected Work

Things I've built

Parcelus
Founder
Portland multifamily deal analysis agent. PostGIS, pgvector, Prefect, FastAPI, and Claude tool use — the exact architecture pattern I build for GPs today.
AbodeMine
Founding CTO
AI-powered property data platform processing 600M+ property records. Geospatial intelligence, parcel data at scale, and machine learning pipelines for real estate analytics.
Verivest
President & CTO
8 years inside CRE investment management — scaled from a team of 3 to 65 employees. That experience is why I know exactly how GPs operate day to day.
Lookout
Creator
Agentic competitive intelligence CLI built on the Claude API. Multi-agent system demonstrating real-world agentic architecture patterns. Built at the First Claude Hackathon of Portland.
Get in touch

Tell me what's slowing you down

Send me the three operational headaches costing your team the most time — deal analysis, document review, diligence, whatever it is. I'll come back with which one is most AI-addressable, what shipping it would look like, and a rough timeline. No slides. No deck. No obligation.