Hebbia
AI platform for complex document analysis in finance and legal sectors.
Updated May 2026
Overview
- Website
- hebbia.com
- Ownership
- Private
- Segment
- Enterprise AI Platforms
Product overview
Hebbia offers Matrix, an AI-powered tool that analyzes unstructured documents like PDFs, emails, and spreadsheets to answer complex queries in tabular format with source citations. Used by 40% of largest asset managers, investment banks like KKR, private equity firms, and law firms managing trillions in AUM for due diligence, research, and workflows. Distinct for multi-agent orchestration handling ambiguous multi-step tasks beyond simple chatbots, model-agnostic with integrations like OpenAI o1 for superior accuracy in regulated industries., .
Revenue model
Enterprise subscriptions with per-seat annual pricing: Professional ~$10k/seat/year, Lite ~$3-3.5k/seat/year (estimates); custom quotes, volume discounts; $13M ARR as of mid-2024., .
Moat
- Proprietary Technology
- Scale Advantages
- Data Flywheel
Hebbia's key competitive moat is its proprietary AI technology, including advanced indexing, encoders, Iterative Source Decomposition (ISD) architecture, and a distributed orchestration engine that significantly outperforms standard RAG systems by up to 57% in information retrieval accuracy for complex financial due diligence tasks.