White Shoe AI

White Shoe AI is a legal technology platform designed to provide generative AI functionality to mid-market law firms, boutique practices, and in-house legal teams. The platform is intended to support legal research, drafting, review, and internal knowledge use without the cost or implementation requirements typically associated with large enterprise systems. It is built for integration into existing legal workflows and document environments.

At the core of the platform is Firm IQ™, a configurable knowledge layer that allows organizations to tailor AI outputs to their specific context. Users can upload information about business structures, regulatory environments, and jurisdictions to inform responses. The system also supports defined drafting conventions, such as citation style, tone, and terminology, and can index internal documents, including precedents, memoranda, and contracts, for retrieval-based responses grounded in firm-specific materials.

White Shoe AI includes multiple specialized AI agents aligned to different legal use cases and practice areas. These agents support tasks such as contract review and redlining, transaction diligence, and compliance-related review of internal communications. The platform is structured to allow users to select agents based on the type of legal work being performed rather than relying on a single general-purpose chatbot.

The product integrates with commonly used tools, including Microsoft Word for document review and editing, a Google Chrome extension for web-based research, and an iOS application that provides mobile access to firm knowledge and documents, including offline availability. Security controls include encryption at rest and in transit, role-based access management, and a stated policy that customer data is not used to train underlying AI models.