Aerial top-down view of city buildings

Most Firms Use AI
Few are Creating Real Advantage

AI is everywhere.

Measurable business impact isn’t.

Most Real Estate firms have AI.
The next step is making it significantly more valuable for your team doing the work.

Most Real Estate firms have AI.

The next step is making it genuinely useful for your team 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

Our Team

We’re a San Francisco AI-native consultancy that helps firms adopt and scale AI systems — with $2.5M+ in value created.

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Years building AI advanced systems

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

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

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

Meet Our Leadership Team

A group of AI researchers and domain experts with 10+ years professionally developing AI for 50+ companies.

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.

Real Estate: Top 5 AI Workflows

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

When a new opportunity comes up, your team shouldn’t have to spend hours chasing down market data and comparable deals. AI brings the research together and helps everyone focus on what matters.

Value Created

Markets + Deals × Analysts × Hours Saved

Find Where AI Can Create the Most Value

Find Where AI Can Create the Most Value

A 30-minute 1-on-1 session to identify your highest-value AI opportunities.

Your Company's
AI Growth Blueprint

Your Company's
AI Growth Blueprint

In 30 minutes you walk away with 4 concrete things.

There’s no pitch, no-obligation. Take the findings back to your team and run it yourself or with us.

In 30 minutes you walk away with 4 practical takeaways.

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

What you get

What you get

[01]

Your Current AI Value Assessment
A clear view of how AI is being used today, where methods are inconsistent, and what is preventing broader value.

[02]

Your Strongest Opportunities
One or two use cases ranked by potential value, feasibility, data availability, and implementation effort.

[03]

A Practical AI Plan
A tailored 60–90 day plan built around your team’s roles and everyday work.

[04]

Clear, Honest Guidance
A clear recommendation across AI strategy, team training, workflow automation, or an AI-native platform.

What AI Could Look Like

What the call looks
like in practice

Every firm works differently. We look at your people, processes, and existing systems to find where AI can genuinely make the work easier.

Investment & Acquisitions

Asset Management

Development & Construction

INVESTMENT & ACQUISITIONS

Your Firm (Example)

What slows the team down

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

How AI can help

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

What changes

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

Investment & Acquisitions

Asset Management

Development & Construction

INVESTMENT & ACQUISITIONS

Your Firm (Example)

What slows the team down

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

How AI can help

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

What changes

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

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 no-obligation, 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 Your Firm’s Next 10% Improvement

Find Your Firm’s Next 10% Improvement

A focused 30-minute conversation—no obligation, just a practical recommendation.

Download your Copy

AI for Modern Real Estate Firms

An AI advantage Is already compounding in Real Estate for the leading top 5%.

See what leading firms are doing now—and why the gap will be harder to close later.

Our latest white paper synthesizing 85+ reports from the industry.

Case Studies

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

Modern glass buildings against a clear blue sky

Modern CRE Operating Platform

Pacific Development engaged SF AI Labs to develop an AI strategy for scaling its commercial real estate development operations.

The company wanted to increase deal flow and project capacity without proportionally increasing the manual work involved in market research, underwriting, vendor coordination, property oversight, investor reporting, and financial planning.

SF AI Labs mapped the company’s core workflows, assessed potential AI initiatives by business value and technical risk, and designed a phased implementation roadmap. The initial priorities combined team enablement with practical systems for property management and investor reporting.

The engagement established a foundation for expanding from individual AI workflows into a connected intelligence platform spanning the full development lifecycle.

Modern glass buildings against a clear blue sky

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 Growth Blueprint 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.

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SF AI Labs

SF AI Labs

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

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