Conflict Analytics Lab

Projects

AI systems built with our partners.

Law firms, legal-aid organizations, courts, and regulated industries — from flagship reasoning platforms to public legal tools and jurisdiction-specific compliance models.

OpenJustice

Flagship

Bringing legal reasoning into AI.

The lab's flagship reasoning platform. Organizations encode legal and regulatory expertise — internal policies, decision frameworks, precedents, institutional knowledge — into structured reasoning flows that run on top of any AI model, with full audit trails and human oversight.

Open sourcePeer-reviewed40+ partner organizations

See OpenJustice

MyOpenCourt

Public AI-powered legal tools for workers.

MyOpenCourt has helped close to 100,000 Canadians understand their rights since 2020 — covering classification, termination compensation, severance, and reasonable notice. Reactivating in 2026 with new tools.

100,000+ Canadians helpedFreePublic-interest

Deel Lab for Global Employment

Compliance AI embedded in Deel's product.

An extension of MyOpenCourt's worker-classification work. The Deel Lab developed 20+ predictive models for employment-law compliance — now rolled out inside Deel's product across Canada, the US, the UK, France, the Philippines, India, Nigeria, and more.

50,000+ assessments / month20+ legal systems95% accuracy

Try the misclassification assessment

Vaccine Mediator

Streamlined vaccine self-reporting and compensation claims.

A COVID-era AI tool that streamlined vaccine self-reporting and compensation claims for affected individuals across multiple jurisdictions, built with the Oxford Vaccine Group, BIICL, and Université Paris-Dauphine.

Oxford Vaccine GroupBIICLUniversité Paris-DauphineStatus: Relaunching with MyOpenCourt in 2026