Back to Case Studies
AI·Legal

Legal Document Automation

Lawyers spent 6+ hours per contract on repetitive clause assembly and version tracking.

Overview

We built a contract assembly system with a vetted clause library, conditional logic for automatic clause selection, and built-in version control with approval workflows — turning a 6-hour task into under an hour.

Client

A mid-size law firm...

Timeline

14 weeks

Team

2 engineers

Industry

Legal

The Challenge

A mid-size law firm generated contracts by copying and pasting from previous agreements. Associates spent hours assembling standard clauses, tracking versions in email chains, and ensuring consistency across documents. Partners reviewed drafts manually, and there was no central source of truth for approved clause language.

Our Approach

1

Built a clause library with vetted provisions organized by practice area, with tagging and search

2

Created conditional logic for automatic clause selection based on deal parameters like jurisdiction, contract type, and value

3

Implemented version control with diff visualization and full audit trails

4

Added approval workflows with partner review queues and e-signature integration for final execution

Key Results

6h→45m

Assembly Time

90%

Fewer Consistency Errors

3x

More Contracts per Associate

14 wks

Delivered In

Contract assembly time reduced from 6 hours to under 45 minutes on average

Consistency errors across documents dropped significantly

Associates handle more contracts with less rework

Firm reduced reliance on outside counsel for routine agreements

The clause library alone was worth it. But the conditional logic that assembles the right clauses based on deal parameters — that's what changed the game. Our associates don't copy-paste from old contracts anymore.

Managing Partner, Law Firm

Tech Stack

Node.jsReactPostgreSQLElasticsearchDocuSign API

Need something similar?

We've solved problems like this before. Let's talk about yours.

Start a Conversation

Ready to build
something real?

Tell us about your project. We'll give you honest feedback on scope, timeline, and whether we're the right fit.

Start a Conversation