Hebbia Alternative for Private Credit: Custom AI Research and Diligence
Credit teams looking at Hebbia usually have the same goal: get through a mountain of borrower documents faster. Hebbia is a strong AI research platform, and its Matrix product is good at pulling answers out of large document sets. A search box, however good, is not the same as your credit process. WorkWise builds custom AI around the private credit workflow itself: borrower monitoring, covenant tracking, and credit memos, running in your own environment. See where each approach fits in our guide to the best AI tools for private credit.
The Problem
Hebbia is good at what a research platform does. Ask a question across a data room, a set of credit agreements, or a stack of financials, and it finds answers quickly. For diligence on a new deal, that saves real hours.
What a search box does not do is run your credit process for you. It will not watch a borrower between reporting periods, flag a covenant heading toward a breach, or draft the credit memo in the format your investment committee expects. That work still falls to an analyst who has to know what to ask, and when.
The risk in a credit book is rarely the question you thought to ask. It is the borrower nobody had time to re-read before the numbers turned.
How WorkWise Solves This
WorkWise builds custom AI on Claude, running inside your own environment, around the specific work a credit team repeats. Instead of a general tool you query one document at a time, you get a system that does the recurring read across the whole book. Borrower intelligence pulls each borrower's financials, compliance certificates, and news into one current picture, updated as new material arrives.
Covenant thresholds are tracked against reported numbers, so a tightening cushion surfaces before the quarter closes, not after. The same system feeds portfolio risk monitoring across the fund and drafts first-pass credit memos in your house format, with the underlying documents cited so your team can check the source in seconds.
Key Benefits
Built Around Your Credit Workflow
Not a general document search adapted to credit. The system is shaped around how your team monitors borrowers, tracks covenants, and writes memos, so the output lands in the format your investment committee already reads.
The Recurring Read, Done for You
A search box waits for a question. This system runs on its own schedule: every new borrower report, every covenant test date, every week across the book. Nobody has to remember to check.
Your Data, Your Control
Everything runs in your own environment. Borrower files and portfolio data stay under your control and never train public models. No vendor lock-in, and the system is built to be adopted, not just installed.
Hebbia vs. WorkWise: Research Platform vs. Credit Workflow System
Hebbia has real strengths. It is a capable AI research platform that answers questions across large document sets, and finance teams use it for diligence and research. If your bottleneck is reading speed during a live deal, it is worth a look.
WorkWise solves a different problem: building the credit workflow itself and getting your team to use it. If your bottleneck is the ongoing monitoring, covenant tracking, and memo work that never stops, a custom-built system is the better fit. Some firms run both, a research platform for open-ended questions and a workflow system for the standing process.
Compare the options for your team: Best AI Tools for Private Credit.