Heron builds AI software that turns unstructured documents into structured, actionable data to automate end-to-end workflows in lending, insurance and equipment finance. Its system completes routine tasks automatically and flags edge cases for human review, enabling customers without large engineering teams to deploy reliable AI. The company reports more than 150 customers, including insurance carriers and FDIC-insured banks, and processes over 350,000 documents per week. With minimal outside capital, Heron tripled annualized revenue in 2024 as it pivoted to focus on document workflow automation after launching from Y Combinator in 2020. The team plans to scale across additional verticals while expanding engineering and go-to-market headcount in New York and London and investing in internal AI tooling. Heron emphasizes reliability and auditability, aiming to free humans to focus on judgment-based work and complex edge cases.

Total raised

$16M

Funding rounds

1

Latest round

Series A

Latest activity

Jul 2025