Education and CLEs

Learn to use AI with judgment, collaboration, and adversarial review.

Teaching is the first half of what we do. An attorney who knows how to check a machine’s work can take on more matters without taking on more risk, and that is what turns technology into access.

We run continuing legal education, hands-on workshops, and standing trainings for legal aid staff, volunteer attorneys, and law students.

The curriculum

What we teach

Every session runs on the kind of matter a legal aid center actually sees. Nothing is a demo.

Attorneys · CLE

AI in practice, without the malpractice

The core CLE. What a language model is actually doing when it drafts, where it fails, and the specific failure modes that have already put lawyers in front of judges: fabricated citations, confident wrong answers, and quiet drift away from the record.

We cover the duty of competence, the duty of confidentiality, and what you owe a client when a machine touched the file.

Attorneys · Workshop

Drafting and reviewing with a model

A working session, not a lecture. Attendees take a real fact pattern through intake summary, issue spotting, and a first draft, and then take the draft apart.

The habit we are teaching is adversarial review: assume the output is wrong, and go find out where.

Legal aid staff

Intake and triage for clinic staff

Built for the people at the front desk and on the intake line. How to get a matter into a shape a volunteer attorney can pick up the same week, and how to spot the matters that need to move today.

No legal background assumed, and no coding background either.

Volunteer attorneys

Case management, start to close

The practical onboarding for attorneys taking a matter through us: deadlines, documents, communicating with the referring center, and closing a matter cleanly so the record is complete.

Partner organizations

Train the trainer

For centers that want to run this curriculum themselves. We hand over the materials, the exercises, and the review checklists, and we sit in on the first session.

Clinics and student groups

Law student sessions

A shorter version of the core material for law school clinics, so students arrive at their first pro bono matter already knowing how to check the work.

How we run it

What you can count on

Free to our partners

Legal aid staff, volunteer attorneys in our network, and law students attend at no charge.

Taught by practitioners

Sessions are led by licensed attorneys who use these tools on live matters, not by vendors.

Remote and in person

We come to the center, and we run remote sessions for attorneys who cannot travel to one.

CLE accreditation varies by state and by session. Write to us and we will tell you exactly what a given session carries in your jurisdiction.

Bring a session to your center.