Heron Data raises $16.6 million

Heron Data , an AI company focused on automating document processing for legacy industries, has raised $16.6 million in Series A funding, bringing its total funding to $17.8 million. The round was led by Insight Partners with participation from Y Combinator, BoxGroup, and Flex Capital.

Founded to serve teams without large engineering resources, Heron transforms PDFs and unstructured text into structured data to streamline underwriting, onboarding, and decision-making processes. The company claims its platform can cut manual work by up to 95% and speed up decisions threefold.

Heron says it processes over 350,000 documents weekly for more than 150 customers, including FDIC-backed lenders and insurers. The New York-based company is targeting the $1 trillion financial services market, offering solutions across SMB finance, equipment finance, and insurance.

Heron’s technology uses AI to extract and structure key data from documents such as emails and PDFs, helping financial and insurance teams reduce overhead and scale operations.

Recent partnerships include Aurenity, which uses Heron to extract underwriting data from emailed submissions and sync it to Origami Risk, and Pathpoint, which leverages Heron to automate the ingestion and evaluation of inspection reports in commercial insurance.

Finally, Heron is a 30-person team that has grown over 100% in the past year, according to LinkedIn data.