

AI for Real Estate Lawyers
How AI is transforming the way real estate transactions are drafted, reviewed, and closed
An interactive workshop for real estate attorneys, in-house counsel, paralegals, and legal teams exploring how AI is reshaping transactional practice—from due diligence to closing.
Live Session: April 15 - 12:00–2:00pm EDT
This live session will be recorded and shared with all registered participants via Circle.
About the Workshop
Every major real estate transaction runs through a lawyer—and AI is starting to change what that work looks like. But most legal teams are still sorting out what’s real, what’s premature, and how to adopt new tools without compromising quality, ethics, or client trust.
This 2 hour live workshop cuts through the noise with a plain-language explanation of how modern AI works, then goes deep on the use cases that matter most for real estate attorneys—lease review, purchase and sale agreements, due diligence, title analysis, and closing workflows.
We’ll look at how leading firms and in-house teams are already using AI for contract abstraction, document drafting, diligence review, and deal management—then shift to the practical side: where to start, how to evaluate tools, how to navigate ethical obligations, and how to fold AI into the workflows you actually run.
You’ll walk away with a clear framework for applying AI inside your practice—and the judgment to separate signal from hype.
Participants will receive post-workshop access to our community on Circle, where we’ll share recordings, recommended tools, curated vendor lists, and implementation guides.
You’ll Learn How To
Understand how AI actually works
Break down what modern AI is (and isn’t), including models vs. applications, agentic AI, and frameworks like HITL, HOTL, and HOOTL—explained in plain English for legal professionals.
Explore real estate legal use cases
See how AI is being applied to lease abstraction, contract drafting, due diligence review, title analysis, regulatory research, and closing document preparation.
Learn from real practice examples
Examine how law firms, in-house teams, and legal departments are using AI tools in live deal workflows—from initial document review through closing.
Evaluate where AI fits in your practice
Identify high-impact opportunities across transactional workflows, assess data and document readiness, and prioritize use cases with real ROI—without compromising quality or ethics.
Prep your team and systems for implementation
Understand what makes deal documents, templates, and precedent libraries “AI-ready,” how to choose vendors, and how to structure workflows for adoption.
Stay ahead of what’s coming
Look beyond the buzzwords—explore what’s next in AI-assisted negotiation, automated due diligence, intelligent document management, and the collapsing cost of custom legal software.
The Workshop Will Cover
What Is AI and How Does It Work?
Evolution of AI and key model types
Models vs. applications vs. automation
Agentic AI and human-in-the-loop frameworks
Capabilities—and current limitations
AI in Contract Drafting & Review
Lease abstraction and clause extraction at scale
Purchase and sale agreement drafting and markup
Identifying non-standard terms, missing provisions, and risk flags
Playbook enforcement and consistency across deal teams
AI in Due Diligence & Title Review
Automated document review across virtual data rooms
Title chain analysis and exception identification
Survey, zoning, and entitlement research
Environmental and regulatory compliance screening
AI in Deal Management & Closing
Closing checklist automation and deadline tracking
Document generation and assembly for closings
Estoppel and SNDA review at portfolio scale
Post-closing obligation tracking and compliance
How to Implement AI in a Real Estate Legal Practice
Identifying workflows AI can meaningfully enhance
Assessing document quality and template readiness
Platform vs. point solutions
Build vs. buy decisions and vendor evaluation
Ethics, confidentiality, and risk management obligations
Change management and team enablement
What’s Next for AI in Real Estate Law
AI-assisted negotiation and redlining
Automated due diligence at portfolio scale
Intelligent document and precedent management
How AI reshapes roles across legal teams and deal teams
Format & Access
One live session: Two hours in one day
Post-workshop access via Circle: All participants will receive an invitation to join our private Circle community after the workshop concludes which hosts recordings, tools, vendor lists, and implementation resources
Within one week of the workshop ending, participants will receive access to:
Full session recordings
Slides and presentation decks
Circle is where we host all workshop materials and continue the conversation. Members also gain access to a live, active community of real estate investors, developers, operators, and capital allocators to connect, ask questions, and continue the discussion beyond the session.
Frequently Asked Questions
Will participants receive the materials?
Yes. All attendees receive workshop slides, case studies, and implementation frameworks via Circle.
I can’t make this time—will a recording be available?
Yes. All registered participants receive access to the recordings and materials via Circle, even if they cannot attend live.
Do I need a technical or legal technology background?
No. This workshop is designed to be accessible to a variety of real estate professionals.
Is this relevant if I’m in-house, not at a firm?
Yes. The workshop covers use cases across both law firm and in-house legal settings, including portfolio-scale applications.