Haystack Discovery

Legal Document Intelligence

Transform months of manual document review into hours of AI-assisted analysis. Ingest massive document sets, extract structured knowledge, and get grounded answers with full citation trails.

How it works

A multi-stage pipeline turns raw documents into searchable, structured knowledge.

1

Ingest

Upload PDFs, emails, DOCX, audio, and video. OCR and transcription handle scanned and multimedia content automatically.

2

Extract

AI identifies entities, events, timelines, and relationships. Documents are chunked and embedded for semantic search.

3

Search

Hybrid search combines semantic understanding with keyword matching. Find relevant content across thousands of pages in seconds.

4

Synthesize

Get AI-generated answers grounded in your documents with verifiable citations. Every claim points back to source material.

Key Features

Multi-Format Ingestion

PDF, DOCX, email (.msg/.eml), audio, and video files. Built-in OCR for scanned documents and WhisperX transcription for audio.

Knowledge Extraction

Automatically identify people, organizations, dates, and events. Build entity timelines and relationship graphs across your entire corpus.

Grounded Q&A

Ask questions in natural language and get answers backed by specific document citations. Every claim is traceable to source pages.

Investigation Context

Define your investigation goals, key questions, and background context to help the AI prioritize and frame answers to your needs.

Witness Preparation

Generate deposition preparation materials with key topics, suggested questions, and supporting evidence from your documents.

Encryption at Rest

Optional field-level encryption using GCP KMS and SQLCipher for sensitive case materials. Your data stays under your control.

Ready to transform your document review?

Start analyzing your documents with AI-powered intelligence.

Open Haystack Discovery