How might intelligent systems support the most time-consuming, manual, and error-prone parts of the accounts receivable process?

Our focus is on lightweight automation that integrates with familiar platforms, interprets messy data, and supports finance teams with clear, auditable recommendations.

For many small and midsized businesses, managing incoming payments is a daily grind—messy remittance data, inconsistent formats, and fragmented systems leave teams buried in follow-ups and guesswork. At scale, these inefficiencies slow down cash flow, create errors, and pull people away from more strategic work. We believe there’s an opportunity to streamline this process—not by replacing human oversight, but by enhancing it. If we can offer fast, accurate support for reconciliation and outreach, we may help teams close the books faster, with fewer mistakes and less manual intervention.