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Professional deep dive

Build applied AI capability for legal work.

Learn, use, and build with AI through contracts, research, legal operations, workflows, and decisions where your professional judgment matters.

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Start with the limited free experience. No technical background required.

What you will practice

Applied from the beginning.

  • Direct AI with legal context, sources, standards, and review boundaries.
  • Turn recurring legal work into reusable prompts, projects, scripts, and systems.
  • Evaluate outputs for accuracy, confidentiality, and professional responsibility.

What becomes visible

Capability you can show.

  • 01Useful artifacts shaped around real legal work.
  • 02Evidence of applied AI judgment—not a completion badge alone.
  • 03A repeatable way to keep building after the path ends.

Reference builds

See what you will build here.

10 exemplar repositories anchor this path. Each one is designed as a working demo, a template you can adapt, and a reference for your own capstone. Each build is marked for the setting it serves, so you can start with the ones that match your practice.

  1. contract-tabulator
    Both01

    Turns a stack of contracts into a review grid where every cell carries the source snippet that backs it. The anchor build for the contract-review module: nothing gets asserted without its source.

  2. nda-playbook-review
    Both02

    Compares an NDA against a YAML playbook and flags deviations with fallback language. Swap the playbook file and it applies your standards, your way.

  3. citation-ledger
    Firm03

    Checks quoted propositions against their sources and shows pass or fail provenance for each one. Trust work: a citation either holds or it is flagged.

  4. reg-change-to-board-pack
    In-house04

    Watches a regulatory change, assesses policy impact, assigns owners, and drafts the board update. A human approval gate is part of the design, not an afterthought.

  5. pleadings-matrix
    Firm05

    Maps each allegation in a pleading to the responses and evidence that answer it. Litigation visibility in one matrix instead of a dozen documents.

  6. conflicts-screen
    Firm06

    Screens a prospective matter against the client base and its corporate family tree, resolving aliases and showing the rule behind every match. It reports what it searched and routes each disposition to a person: a screen is diligence support, never clearance.

  7. matter-intake-triage
    Both07

    Classifies an incoming matter, names the facts still missing, scores it against a rubric you can read, and routes it with an owner. Swap one rubric file to move between firm new-client intake and in-house request intake.

  8. matter-insights-map
    Both08

    Reads a matter file for the people, deadlines, amounts, promises, and evidence inside it, then drafts a memo and an unsent review email. The companion build to the matter-insights module.

  9. redline-explainer
    Both09

    Compares two versions of an agreement and separates the changes that matter from renumbering noise. It also catches stale cross-references that no diff can see, including a reference that now points at the wrong section.

  10. data-room-qc
    Both10

    Checks a data room for missing and misfiled documents and produces a request list. No finding rests on absence alone: each one cites either a document that says the missing file should exist, or the rule a reviewer wrote.

Part of the exemplar roadmap. Repos and demos are added as they ship.