White Shoe AI

White Shoe AI is a software-as-a-service legal AI platform built around a roster of specialized AI-based tools the company calls "AI Associates," intended for in-house legal teams and smaller law firms.

Key features and functions include:

AI Associates
The platform includes a set of AI-based tools organized by practice area, covering functions such as legal research, contract drafting and redlining, board governance documents, compliance review, litigation risk assessment, and intellectual property tracking. The number of Associates offered is described inconsistently across the company's own materials (see Editorial Notes).

Firm IQ context layer
Firm IQ is a configuration layer that applies a company's profile (industry, jurisdiction, regulatory environment), style preferences (formatting, citation style, tone), and knowledge base (templates and precedent documents) across the platform's outputs.

Multi-surface access
The platform is available through a web-based workspace, a Microsoft Word plugin, a Chrome browser extension, an iOS app, a Slack integration, an email-based interface, and an OAuth-protected MCP connection allowing use within third-party AI assistants such as Claude and ChatGPT.