Educational Workshop: AI for Real Estate Lawyers

About This 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 from 12-2PM EST 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