The AI success pyramid for corporate legal departments
Summary
The Thomson Reuters Institute's "2026 State of the Corporate Law Department Report" reveals that corporate legal departments are experiencing AI benefits, including improved productivity and reduced costs. However, the report cautions that successful AI implementation demands careful planning, emphasizing that AI enhances existing strong departments rather than creating them. The article introduces an "AI Success Pyramid" for General Counsel, outlining six crucial areas: Learning, Empowerment, Ownership, Accountability, Usage, and Expectations, which build upon each other to form a solid foundation. These principles also extend to outside counsel relationships, where over 50% of corporate counsel expect AI use, yet two-thirds lack insight into their firms' AI approaches. GCs must foster transparent dialogues with outside firms regarding AI application, supervision, and its impact on billing.
Key takeaway
For General Counsel overseeing AI integration, recognize that your department's AI success depends on a foundational strategy, not just technology. Prioritize developing AI skills, empowering your team for experimentation, and linking AI adoption to individual goals. Crucially, initiate transparent discussions with outside counsel about their AI usage, supervision, and its direct impact on billing to avoid blind spots and ensure value.
Key insights
AI success in legal departments hinges on strategic planning, leadership, and a robust departmental foundation, not just technology.
Principles
- AI success is a skills strategy, not technology.
- A solid foundation is crucial for AI adoption.
- AI enhances successful departments; it doesn't create them.
Method
The "Pyramid of AI Success" outlines six sequential steps: Learning, Empowerment, Ownership, Accountability, Usage, and Expectations, to integrate AI comprehensively within legal departments.
In practice
- Link team members' personal goals to AI adoption.
- Engage outside counsel on AI application, supervision, and fee impact.
Topics
- Corporate Legal Departments
- AI Implementation Strategy
- Legal Technology Adoption
- General Counsel
- Outside Counsel Management
- AI Skills Development
Best for: Executive, Legal Professional, Director of AI/ML
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Editorial summary, takeaway, and curation by AIssential. Original article published by Thomson Reuters Institute.