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AI as Legal Infrastructure

Why orchestration—not automation—is the future of legal work

Legal AI has largely been framed as a set of tools: chatbots, drafting assistants, research aids. But legal work is not a collection of isolated tasks—it’s a coordinated system of intake, analysis, drafting, review, and delivery, governed by firm standards and professional judgment.

This white paper explores why the next generation of legal AI must function as infrastructure. It outlines the limitations of task-based AI, the risks of unstructured workflows, and the architectural principles required to support real legal work at scale.

What you’ll learn

• Why point solutions break down in high-stakes legal environments

• The role of orchestration in maintaining consistency and control

• How auditability and traceability become core requirements

• What “production-grade” legal AI actually means

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