Help us find the businesses nobody else can.
We're a small team working on entity resolution for insurance: figuring out which business a submission actually is, when half of America's small businesses have no credit report. It's deep, unglamorous infrastructure for a stubborn, beautiful industry. We hire slowly, pay honestly, and finish things.
No open roles right now.
We're a deliberate hiring shop — when we open something, we do it well, and we don't post placeholders. If you'd be a fit for what we're building, we'd still love to hear from you.
Introduce yourselfA hard problem that's getting harder.
Working out which business a submission actually is. Three reasons it stays unsolved, and why we like working on it.
A person has a Social Security number. A business has a name.
Everything else has to be linked on evidence: filings, licenses, addresses, officers. When two records disagree, precedence decides, and nothing gets averaged.
Fifty state filing systems, and thousands more below them.
County systems, federal systems, license boards. No bulk API, plenty of CAPTCHAs and daily rate limits. Knowing which sources to open, in what order, is most of the craft.
The market changes under you every year.
5.7 million new businesses were filed in 2025 and 1.13 million closed. Half of all small businesses have no credit report to fall back on.
Six things we'd say out loud, in three pairs.
If these resonate, we're probably worth a conversation — even without an open seat.
We take wrong data personally.
Your hard problems are our hard problems.
Truth tellers — for better or worse. We don't placate.
We're an open book — and we ask the same of you.
Collaboration over transaction.
Best in industry, because it's built with you.