Discovery AI

Discovery AI is an AI-native document review platform built for in-house corporate legal departments, automating the core stages of eDiscovery and litigation document review through specialized agentic workflows. The platform operates within the customer's own Microsoft Azure environment, with AI inference running entirely inside the customer's Azure AI Foundry tenant.

Key features and functions include:

Four-Stage Review Workflow
The platform structures document review across four sequential stages: Upload (ingestion of PSTs, ZIPs, M365 exports, and network drives into a clean workspace); Define (configuration of matter parameters including RFPs, privilege criteria, and issue definitions); Review (agent scoring, attorney confirmation, and shared workspace with full audit trail); and Produce (export of load files, native documents, and privilege log backed by a defensible audit record).

RFP Agent
Classifies documents for responsiveness to requests for production, performing an initial scoring pass across the document collection. Every AI-generated summary is cited to its exact source span for attorney verification.

Privilege Agent
Identifies potentially privileged communications within a document set, surfacing candidates for attorney review and supporting generation of a privilege log as part of the production export.

Issues Agent
Tags documents to matter-specific issue definitions configured at the outset of a matter, enabling targeted review aligned to disclosed legal theories or case themes.

Human-in-the-Loop Review and Audit Trail
Attorneys review, correct, and override agent determinations through a shared workspace. All reviewer actions and agent decisions are logged, supporting a defensible record of the review process.

Bring-Your-Own-Azure (BYOA) Architecture
AI inference runs inside the customer's Microsoft Azure tenant via Azure AI Foundry. Raw document collections remain within the customer's environment. AI consumption costs flow through the customer's existing Azure account at Microsoft list prices with no vendor markup.

Jess (Adjacent Product Line)
Discovery AI's Jess product line applies the same agentic workflow engine to three additional practice-area modules: Commercial (vendor MSA review, NDA triage, renewal tracking), Corporate (M&A diligence with cited cells, closing checklists, board consents), and Litigation portfolio management. Jess is described as in a frontier preview stage as of the time of this listing.