Introducing Matrix 2.0
AI makes it easier than ever to extract and summarize information from almost anywhere—web, private documents, financial data feeds. Over the past year, LLMs have even become dramatically better at building a financial model, pitch deck, or IC memo. Yet, none of that replaces judgment.
The best professionals are still on the hook to find the signal that drives a deal. Relying on AI alone to articulate your insights doesn't mirror the structure of how an expert communicates, let alone clear the quality bar a firm holds itself to with clients. Finding that signal first takes scale and structure together, not just one or the other.
That's why we're launching Matrix 2.0. Matrix, our flagship product, was built two years ago to run a set of prompts across as many documents as diligence required. We've built on that foundation to expand to more data and carry the analysis all the way to the deliverable: a memo, a deck, a model. Every step structures what AI produces, so you get speed and quality at scale.
What Matrix now unlocks
The same rigor of analysis, on one company, one contract, one security, is applied across hundreds of them at once. Matrix draws that data together: your deal history, internal systems, and external feeds. The structure Matrix provides connects it and makes sense of it, finding the signal in the noise.
Matrix can now carry your entire workflow to the finish line, including the final models, memos, decks, and emails. Hebbia's team of former investors and bankers will work with you to index your firm's unique deal history, proprietary intelligence, and differentiated processes, so that workflow reflects how your firm actually operates rather than a generic template.
Diligence is complex and requires professional judgment. Matrix keeps a professional in the loop, so the work is reliable at scale. You can see where every number came from and how it combined with everything else to reach the conclusion, so you can stand behind the work product. Every workflow builds in a checkpoint for a person to sign off before the next step runs, so moving fast never means moving unreviewed.
How firms put it to work
Multi-strategy funds run Matrix across their portfolio of companies and securities to track, benchmark, and report on the entire book the same way, every time. They can apply the same judgment to every position at once, no matter which strategy it sits under.
Private credit firms run Matrix across their entire credit agreement library. They can extract covenant terms and capital structure across the whole portfolio and flag the risks that need a second look.
Investment banking coverage teams run one Matrix across their entire sector to originate deals. They can screen the entire company universe, flag who's worth a pitch, and land on a one-pager ready for their team.
Whatever the task, Matrix turns the work of an entire team into a single, structured workflow so the signal that matters surfaces before anyone else finds it.
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