Hebbia AI vs. Grata Intelligence

Hebbia is an advanced AI platform purpose-built for financial institutions to transform how analysts, bankers, and investors handle document-intensive workflows. Its flagship product, Matrix, serves as a co-pilot for finance, automating processes that rely on parsing and analyzing vast sets of PDFs, spreadsheets, and data rooms. How Matrix Works Matrix leverages large language models (LLMs) such as OpenAI and Anthropic, but extends them with agentic execution that decomposes financial queries into multi-step actions.

The private markets have a visibility problem. Dealmakers today have access to more data than ever, yet the bottleneck has shifted from access to accuracy. The result isn't insight, it’s noise. Grata is the private market intelligence platform that solves this. Made for investors, bankers, and corporate acquirers, Grata delivers complete, verified visibility across every company, relationship, and opportunity that matters. M&A-trained AI agents synthesize dozens of disparate sources into decision-ready foundational intelligence, continuously validated by a dedicated human research team.