We built Winpathio because contract review is broken — and everyone in legal knows it.

In 2021, Benjamin spent a year embedded with the legal operations team at a mid-size healthcare technology company. Their in-house counsel was reviewing 60 to 80 vendor agreements a month — NDAs, SaaS subscription terms, consulting contracts — and almost all of the time went to mechanical reading: identifying what each clause said, noting where it deviated from the standard form, writing a summary for the GC to review. The GC then re-read to catch what was missed. It was two people doing the same job in sequence because neither had a reliable structured starting point.

Winpathio is not a product that replaces lawyers. It replaces the mechanical reading step so lawyers can focus on the judgment calls — the ones clients actually need counsel for. Every associate on your team gets the same structured starting point, every time: obligations extracted, clauses labeled, deviations from your playbook ranked by severity. The partner or GC reviews flags, not boilerplate.

We're based in Atlanta. Bootstrapped. Our backgrounds are in legal NLP and enterprise software. We built the clause extraction model before we built a product around it, and we work with legal teams reviewing 50+ contracts a month who need consistency across their associate bench — the kind of team where one missed limitation of liability cap is an actual problem, not a theoretical one.