Benchmarks built on real accounting work.
Partner with us
Real accounting work is messy. Books come in behind, client emails are unclear, and the job depends on judgment calls. However, the tools being built for accountants are trained and tested on synthetic data: simulated companies and textbook scenarios that fail to capture the true intricacies of professional accounting.
We’re building training data and evaluation benchmarks from the real work of accounting firms: the records they produce and the workflows behind them. That means everything from month-end close and reconciliations to workpaper review and the client emails in between.
Earn revenue from data you already have.
Years of workpapers, ledgers, and records have value. We license them and pay you for it.
Your clients stay protected.
Everything is anonymized, figures are re-randomized, and tax filings are never included.
We handle the heavy lifting.
One call to start; we take it from there.