Scoping, Building and Testing New Legal Aid Tech Systems

Abstract

In our two-quarter class, we had 5 student teams partnered with 3 different legal aid teams, all working on different, highly scoped versions of the same challenge: whether and how AI could assist a legal team in scaling up a much-needed, hard-to-provide service to more people. Each student team, in close consultation with their legal team partner, went through a design, prototype, and evaluation cycle to see — if between January and June — they could get a solution that was effective, responsible, and closer to pilot.

As of Summer 2026, the tools are not ready for immediate, public-facing deployment. But we are working with partners and students to plan out how the current prototypes can move towards a controlled pilot within the legal teams.

Details

Author(s):
Publish Date:
November 1, 2026
Publisher:
Stanford Law
Format:
Report
Citation(s):
  • Margaret Hagan, Nora A. Haider, Scoping, Building and Testing New Legal Aid Tech Systems, Stanford Legal Design Lab, November 2026.
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