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Legal AI Laboratory

We Build

We build AI systems
to perform legal work.

We build platforms, workflows, reasoning systems, and legal applications to explore AI-assisted legal work.

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Legal AI Architecture

Diagram showing Platforms, Workflows, and Reasoning Systems each feeding into Legal Applications — the Laboratory's infrastructure, structured processes, and computational reasoning combine into systems built around difficult legal problems.

Platforms · Workflows · Reasoning Systems · Legal Applications

00 · Architecture Overview

How the Pieces Fit Together

Platforms, workflows, and reasoning systems working together to support legal work.

Diagram of the Legal AI Architecture: Platforms, Workflows, and Reasoning Systems as interconnected parts of the Legal AI System, supporting Legal Applications such as litigation, transactions, advisory, and compliance.

01 · Platforms

Infrastructure for AI-assisted Legal Work

Client Portal · Attorney Workspace · Workflow Engine · AI Team · Work Product Registry

Attorney Workspace for a matter, showing the AI Team panel, matter documents, pipeline status, work products, and an AI assistant panel.
Implemented Platform

Legal AI Services Platform

A working environment for procuding AI-assisted legal work, from client intake through AI analysis, attorney review, revision, and final work product.

View Legal AI Services Platform →

02 · Workflows

Structured Legal Processes

A legal workflow is a series of connected steps that moves a legal task from a starting point to a finished piece of work. AI can assist at each step.

REVIEW & REVISION LOOPLegal TaskSpecialized AI AgentsIntermediateWork ProductsAttorney ReviewFinal WorkProducts
View Example Workflow →

03 · Reasoning Systems

Computational Legal Reasoning.

New computational approaches to legal reasoning — designed to help AI work through complex, multi-step legal problems.

Long-Horizon Reasoning· Exploration

Reasoning across dependent steps while maintaining context and evidence.

Multimodal Reasoning· Exploration

Integrating text, figures, diagrams, images, and other evidence into legal reasoning.

Reasoning Architecture· Concept

Architectures for coordinating models, tools, memory, work products, and review.

Reasoning Training· Concept

Methods for developing AI systems capable of structured legal reasoning.

04 · Legal Applications

Systems Built For Comprehensive Legal Problems.

We build AI computational systems around specific legal problems — not simply AI tools that answer legal questions.

  1. 01

    A concrete legal problem

    We start with a difficult legal task that requires structured analysis, evidence, competing arguments, and legal judgment.

  2. 02

    A computational model

    We translate the problem into representations, reasoning steps, evidence, and interactions that an AI system can work with.

  3. 03

    A working application

    We build an end-to-end system that can analyze the problem, generate work products, support review, and be evaluated against meaningful outcomes.