Conflict Analytics Lab

Education

Train the next generation of legal AI builders.

The Conflict Analytics Lab has trained hundreds of students across law, computer science, engineering, business, and public policy through interdisciplinary and experiential programs focused on legal AI, dispute systems, compliance technologies, and access to justice.

Students work directly with researchers, engineers, legal practitioners, courts, legal-aid organizations, and industry partners to build and evaluate AI systems in real-world legal and regulatory environments.

Students taking notes at tiered desks while an instructor leads a class in a sunlit lecture hall.

Global Legal AI Clinic

One of the first international legal AI clinics operating across multiple legal systems.

The Legal AI Clinic is a cross-disciplinary experiential program where law students, engineers, AI researchers, and designers collaborate on legal AI systems and dispute-resolution technologies.

Founded in 2018, the clinic connects students to real-world projects with researchers, practitioners, public-interest organizations, and industry partners through OpenJustice and affiliated CAL initiatives.

Program focus

  • Legal reasoning systems
  • Access-to-justice technologies
  • Compliance and regulatory AI
  • Dispute systems
  • AI evaluation and benchmarking

International network

Cornell Legal AI LabUniversité Paris Dauphine PSL (Master 240)Leiden Grotius Centre for International Legal StudiesSt Gallen Legal Design and Code Lab

Additional collaborations in development in Spain and Italy.

1L Certificate

A first-year experiential certificate in legal analytics.

Exposing law students early in their education to interdisciplinary legal AI practice — combining computational methods with the substantive study of law.

Curriculum focus

  • Legal analytics
  • AI evaluation
  • Dispute systems
  • Legal innovation
  • Computational approaches to law

AI & Law Executive Education

Executive and professional education for organizations navigating legal AI.

Delivered in collaboration with Queen’s University and international academic and institutional partners, these programs combine interdisciplinary research, strategic leadership perspectives, and applied implementation approaches for organizations operating in high-stakes legal and regulatory environments.

Flagship

AI & Law Professional Intensive at Queen’s Law

An executive program bringing together legal professionals, policymakers, regulators, technology leaders, and public-sector decision-makers for advanced training.

  • AI governance and regulation
  • Organizational AI strategy
  • Legal and institutional risk
  • Compliance and accountability
  • AI deployment in professional environments
  • Access to justice and public-sector innovation
Program details at Queen’s Law

Tailored programs

Custom executive programs and strategic briefings.

CAL faculty and fellows regularly deliver tailored executive programs, workshops, and strategic briefings combining research insight, institutional experience, and practical implementation strategies.

  • Law firms
  • Courts and judicial institutions
  • Regulators and public agencies
  • Financial and regulated industries
  • International organizations
  • Innovation and policy teams

Get in touch

Interested in executive education or institutional AI training?

Contact the lab to discuss custom programs, workshops, and strategic sessions tailored to your organization.

Contact the lab