BarbriSFCourseDetails
  • videocam Live Webinar with Live Q&A
  • calendar_month February 24, 2026 @ 1:00 PM E.T.
  • signal_cellular_alt Intermediate
  • card_travel Commercial Law
  • schedule 90 minutes

AI-Drafted Contracts: Enforceability, Professional Responsibility, and Risk Controls

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About the Course

Introduction

This webinar will examine how attorneys can responsibly integrate generative AI tools into contract drafting, review, and negotiation workflows. The panel will analyze how AI-assisted drafting affects enforceability, clarity, and risk allocation in commercial agreements. The program will highlight emerging standards for quality control, supervision, and defensible professional judgment when lawyers use automated drafting tools.

Description

Generative AI has rapidly moved into the contracting lifecycle, from creating initial drafts and clause suggestions to reviewing third-party contracts for risk. These tools can introduce silent errors, hallucinated terms, inconsistent clause logic, and outdated legal standards. Counsel must understand how to structure workflows that preserve lawyer judgment, reduce malpractice exposure, and ensure that AI-generated language meets enforceability and professional responsibility requirements. As regulators, courts, and clients scrutinize AI use in legal practice, clear policies and documented review processes are essential.

Listen as our panel navigates drafting, reviewing, and operationalizing contracts in an AI-assisted environment while maintaining legal quality, accuracy, and professional responsibility.

Presented By

Fran Faircloth
Partner
Ropes & Gray

Ms. Faircloth is a partner and core member in Ropes & Gray’s data, privacy, and cybersecurity practice. She represents clients handling complex data, privacy, and cybersecurity matters across a wide range of industries and sectors. Recently, Ms. Faircloth has been advising clients across industries on issues of data protection, opportunistic cyber-attacks, and contact tracing technologies in the wake of the COVID-19 outbreak. She has assisted clients in privacy and cybersecurity related class action litigation and enforcement actions by the FTC, state Attorneys General, the SEC, and other government agencies. Ms. Faircloth uses her experience managing incident response and handling complex investigations to help clients get to the root of inquiries and communicate complex cyber and data privacy issues to government regulators and boards of directors. She advises clients on difficult data privacy, cybersecurity, and information law questions involving data breaches, ransomware, online brand protection, social media, e-commerce, and Internet governance. Ms. Faircloth regularly counsels clients on compliance with federal, state, and foreign privacy and security requirements related to the collection, handling, and protection of data.

Emily M. Karlberg
Partner
Ropes & Gray

Ms. Karlberg is a partner in Ropes & Gray’s intellectual property transactions group. She focuses her practice on complex intellectual property, technology and data privacy issues in connection with mergers and acquisitions, business divisions, spinoffs, carve-out transactions, divestitures, joint ventures, and commercial and licensing agreements. Ms. Karlberg has extensive experience structuring, drafting and negotiating a wide range of strategic partnerships, including cross-border transactions, joint ventures, partnering arrangements, strategic alliances and other collaborations. An important part of her practice involves counseling emerging growth clients on IP and technology issues arising from entity formation, corporate partnerships and integrations, and the development and commercialization of key technology and products. Ms. Karlberg works with clients at all stages of the business cycle and in a range of industries, including software, fintech, health care, digital health, media, educational technology and security. She also represents private equity investors and private equity-backed acquirers in structuring and negotiating acquisitions and investments.

Credit Information
  • This 90-minute webinar is eligible in most states for 1.5 CLE credits.


  • Live Online


    On Demand

Date + Time

  • event

    Tuesday, February 24, 2026

  • schedule

    1:00 PM E.T.

I. Introduction

A. Types of AI tools

B. Where AI fits in the contract lifecycle

C. Benefits: first drafts, redlines, negotiation aids

II. Risks in AI-generated contract language

A. Hallucinations, incorrect citations, phantom clauses

B. Outdated legal standards or jurisdictional mismatches

C. Bias, inconsistencies, and conflicting generated terms

III. Professional responsibility, duty of competence, and AI use

A. ABA and state bar technology-competence expectations

B. Documenting human review and supervisory controls

C. Client consent issues and disclosure practices

D. Preventing overreliance on automation

E. Confidentiality concerns and model training risks

IV. Quality control and validation workflows

A. Human-in-the-loop review

B. Clause library curation and pre-approved language

C. Redline validation and consistency checking

D. Alignment with business operations and risk tolerances

E. Who is responsible when AI drafts something wrong?

V. Litigation and disputes involving AI-generated contracts

A. Enforceability challenges and interpretive issues

B. Discovery of prompts, version history, and draft lineage

C. Expert testimony on AI-generated text

D. Remediation strategies and contract amendments

VI. Practitioner takeaways

The panel will examine these and other key issues:

  • How generative AI tools are being used in drafting, reviewing, and negotiating contracts
  • AI risks (hallucinations, outdated law, incorrect logic, confidentiality)
  • Designing and documenting human-review and QC workflows aligned with ethical responsibilities
  • Structuring clauses addressing AI-generated work product, liability, and ownership
  • Litigation trends emerging around AI-generated contract language