Aerial top-down view of city buildings

AI is everywhere.
Measurable business impact isn’t.

Why AI in CRE
feels everywhere and nowhere.

Most Real Estate firms have tried AI. The next step is making it genuinely useful for the teams doing the work.

Faster Deal Cycles

Faster Deal Cycles

Better insights, faster.

Better insights, faster.

Stronger Teams

Stronger Teams

Practical AI skills.

Practical AI skills.

More Productivity

More Productivity

Automate repetitive work.

Automate repetitive work.

Worked With

What you’ll leave
the call with

Our Team

We’re a San Francisco AI-native firm that turns ideas into working systems — with $5M+ in value created. Join the best.

0+

Years building advanced AI systems

0+

Real Estate firms supported in turning AI from ideas into daily workflows

$0+

Business value created for Real Estate firms to-date (and growing)

Our Leadership Team

A world class team of ex-AI Researchers + (C)RE Experts.

Arthur Wandzel

CEO & Co-founder

Co-founded AI startups as CTO — one VC-backed, one corporate venture with Standard Chartered. Research with MIT-affiliated professors in cognitive science & AI.

Arthur Wandzel

CEO & Co-founder

Co-founded AI startups as CTO — one VC-backed, one corporate venture with Standard Chartered. Research with MIT-affiliated professors in cognitive science & AI.

Dr. Dirk-Jan van Veen

CTO & Co-founder

PhD in AI (multi-agent systems), ETH Zurich. Co-founded a Y Combinator-backed startup in LLM workflow automation and evaluation.

Dr. Dirk-Jan van Veen

CTO & Co-founder

PhD in AI (multi-agent systems), ETH Zurich. Co-founded a Y Combinator-backed startup in LLM workflow automation and evaluation.

John Culbertson

Advisor

CRE advisor with 35 years in brokerage, deal structuring, and market intelligence for complex, high-stakes transactions.

John Culbertson

Advisor

CRE advisor with 35 years in brokerage, deal structuring, and market intelligence for complex, high-stakes transactions.

Javier Castillo

Advisor

Real estate broker and owner with nearly 20 years across residential and commercial sales, acquisitions, SFR development, and project management.

Javier Castillo

Advisor

Real estate broker and owner with nearly 20 years across residential and commercial sales, acquisitions, SFR development, and project management.

Top 5 AI Workflows for Real Estate Firms

What the call looks
like in practice

See how your team can reduce manual work, move faster, and get more done.

Market & Deal Research

Deal Analysis

Document Intelligence

Property Management

Stakeholder Reporting

With AI

Analysts rebuild models and memos from scratch just to decide if a deal even deserves a full run. A copilot structures rent rolls, T12s, and base assumptions into a first-pass model and draft memo your team reviews.

ROI

50–70% less time on early-stage deal screens, so the team can focus on the few deals that matter.

What is your AI Game Plan?

Want to see how these map to your own team?


Book a short AI Training

Plan session. We'll focus only on the workflows that actually matter in

your world.

Our AI Training Plan

What you’ll leave
the call with

In 30 minutes you walk away with 4 concrete things.

There’s no pitch. Take the plan back to your team and run it yourself or with us.

What you get

What you’ll leave
the call with

[01]

A diagnostic view of your top time-consuming manual tasks.

[02]

An estimate of the hours you could save per month with AI in each one.

[03]

A simple 60–90 day AI training plan, tailored to your team.

[04]

A expert session advising on where AI will create value and where it will not.

Our AI Training Plan Breakdown*

What the call looks
like in practice

On every project we ask four questions before putting AI anywhere near a workflow. Pass the test, and it’s usually a strong candidate. Fail it, and we leave it alone.

Investment & Acquisitions

Asset Management

Development & Construction

INVESTMENT & ACQUISITIONS

YOUR FIRM (Example):

Problem

Analysts overloaded with screening deals, limited time for deep work.

Solution

An underwriting copilot that prepares first-pass screens and memos.

ROI

Early-stage underwriting. More deals reviewed at the same headcount.

Investment & Acquisitions

Asset Management

Development & Construction

INVESTMENT & ACQUISITIONS

YOUR FIRM (Example):

Problem

Analysts overloaded with screening deals, limited time for deep work.

Solution

An underwriting copilot that prepares first-pass screens and memos.

ROI

Early-stage underwriting. More deals reviewed at the same headcount.

* These are examples only.
On your call, we focus on the combination of assets, markets, and internal systems that are specific to you.

Schedule a Call - How it Works

[01]

Book Session

Pick a time that works for you. We'll ask a few short questions to tailor the session.

[02]

Working Session

A 30-minute collaborative session to review your portfolio and identify the biggest opportunities.

[03]

Action Plan

Decide what to do next with a clear, prioritized plan you can start executing immediately.

Find 20+ hours your team could save every week.

AI for Modern Companies

Review case studies outlining how AI is creating value for companies.

AI Agents for Capital Markets Workflows

A Real Estate Firm set out to build a vertically integrated investment platform spanning underwriting, capital placement, and asset management. Their workflow was distributed across multiple tools — creating fragmented data, manual handoffs, and inconsistent execution across teams.

SF AI Labs partnered with leadership to design a value-driven AI strategy that centralized the operating model, standardized core data objects, and created a scalable foundation for internal agents across the full sales lifecycle. Using our lab acceleration model, we aligned stakeholders, defined the minimum viable data infrastructure, and mapped high-leverage automation pathways tied to measurable business outcomes.

Within twelve weeks, SFAI delivered a system-level AI blueprint covering standardized data infrastructure, a unified taxonomy across contacts/companies, and a roadmap of operational agents spanning scoring, communications I/O, and Q&A. The architecture was designed to integrate directly with existing systems (Salesforce, Gmail, Calendar, Slack) while remaining auditable and extensible.

The result was a clear path to higher deal velocity and conversion through AI-enabled targeting, workflow orchestration, and scoring—positioning the team to scale sales lead flow without linear headcount growth.

a building with a curved roof and a sky background

AI Revenue Intelligence Platform

Green Peak Venture Partners (GPVP) manages a diversified portfolio of real estate, franchise, and operating businesses that rely heavily on continuous capital raising. While the organization generated strong deal flow, the investor acquisition and conversion process remained highly manual, fragmented across systems, and dependent on individual sales performance.

SFAI Labs partnered with GPVP leadership to design and build an AI-powered revenue intelligence platform that unifies lead generation, investor profiling, conversation analysis, and predictive scoring into a single operating system. The engagement focused on embedding AI directly into sales, marketing, and investor relations workflows.

Over a multi-phase engagement, SFAI Labs designed, engineered, and validated a production-ready AI system integrating CRM, call data, enrichment providers, and portfolio intelligence. The platform enables GPVP to prioritize high-value investors (“whales”), personalize outreach, and accelerate capital raises with measurable ROI.

The result was a scalable AI infrastructure that transforms capital raising from a relationship-driven process into a data-driven growth engine.


FAQ

What does SF AI Labs do for Real Estate firms?

We help real estate teams identify, implement, and adopt practical AI workflows across underwriting, reporting, research, documents, and property operations.

What happens during the 30-minute session?

We map your current workflows, identify the best opportunities for AI, and outline where your team can save time or increase capacity.

Who is the AI Training Plan for?

It is designed for owners, operators, developers, investment teams, and property managers looking to improve how their teams work with AI.

Do we need a technical team?

No. We start with the tools and systems your team already uses, then recommend additional technology only where it creates clear value.

Do you work with Gemini, Chat-GPT, or Claude?

Yes, are experts in every AI tool which can save your team hours figuring out.

Where AI Becomes
Your Advantage

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SF AI Labs

SF AI Labs

415 Mission St, San Francisco,
CA 94105, United States

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