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Legal Technology — December 2025

COAPP - Legal Brief Generator

An AI appellate brief generator that drafts all 11 C.A.R. 32 sections, validates every citation against uploaded records and flags weak arguments before the draft even exists.

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COAPP - Legal Brief Generator — Legal Technology screenshot
IndustryLegal Technology
Year2025

The Challenge

Drafting an appellate brief is days of structured writing across 11 mandatory C.A.R. 32 sections, with every citation pulled from the record.

Generic AI tools hallucinate citations, which is a sanctionable mistake in court. Litigators wanted speed without the malpractice risk.

Our Solution

COAPP generates each section against the rules, validates every citation against documents the firm uploaded, and refuses to invent sources.

A pre-generation risk assessment tells the attorney what's weak before the draft exists, so the brief comes back ready to argue, not ready to apologize for.

What We Built

  • Generation of all 11 required C.A.R. 32 sections.
  • Automated citation validation against uploaded record documents.
  • Pre-generation risk assessment that surfaces weak arguments early.
  • Enterprise security with role-based access for firm staff.
  • No hallucinated citations — every reference traceable to source.

How We Delivered

Discovery

We sat with the team using the current tools and watched where work actually broke down.

Design

Wireframes and clickable prototypes the client could test before a single line of production code.

Build

Iterative releases with weekly reviews so the product stayed honest to real workflows.

Launch & Support

Migration, training and an ongoing improvement loop after go-live.

Results & Value Delivered

Days to minutes

First-draft turnaround on a brief shrinks from a week to a working session.

Zero invented citations

Every cite is anchored to a real document the firm uploaded.

Court-ready output

Output respects C.A.R. 32 structure so attorneys edit, not rebuild.

Capabilities Used

AI DraftingLegal TechCitation ValidationC.A.R. 32RBAC

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