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Legal AI Laboratory
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Workflows

How does legal work move through the system?

AI becomes useful for legal work when it participates in a structured workflow — decomposed into steps, with specialized AI work, intermediate work products, and attorney review along the way, rather than a single isolated question and answer.

Workflow Engineering

An example of how we design and execute an AI workflow for legal work.

01 · The Problem

A legal task is rarely one question.

Actual legal work involves more than a conversation. It requires understanding the matter, working with documents, performing analysis, reviewing results, revising the work, and applying professional judgment. That is why structured workflows matter.

Traditional AI Interaction

  1. Prompt
  2. AI Answer

Structured Legal Workflow

  1. Legal Task
  2. Specialized AI Agents
  3. Intermediate Work Products
  4. Attorney Review
  5. Revision
  6. Final Work Products

02 · AI Team and Pipeline Orchestration

How do specialized AI agents work together?

A legal task is rarely one job. The platform can organize different AI specialists around different parts of a workflow, with a pipeline orchestrator coordinating the work from one stage to the next.

  1. Workflow
  2. 3 Specialists (parallel)
  3. Work Products
  • Pipeline orchestration — legal work is routed through AI agents
  • Specialized roles — different AI agents handle defined tasks
  • Coordination — AI agents work within the same matter and workflow context
  • Iteration — AI agents' work can be reviewed, revised, or redirected

The AI team provides specialization. Pipeline orchestration provides coordination.

03 · Example Workflows

One legal task, one workflow

Different legal tasks require different workflows. Each workflow defines its own stages, AI specialists, work products, and attorney review needed to carry out the task.

Example workflow

Patent Drafting

  1. Patent Disclosure
  2. Invention Analysis
  3. Claim Strategy
  4. Independent Claim
  5. Dependent Claim
  6. Specification Drafting
  7. Quality Review
Example workflow

Discovery

  1. Document Collection
  2. Classification
  3. Privilege Review
  4. Issue Spotting
  5. Evidence Extraction
  6. Evidence Summarization
  7. Quality Review
Example workflow

Motion Drafting

  1. Document Collection
  2. Issue Spotting
  3. Legal Research
  4. Case Law Analysis
  5. Argument Strategy
  6. Motion Drafting
  7. Quality Review