Stoneborn provides AI‑native software that automates the manual, document‑heavy workflows of risk‑capital operations for reinsurers, delegated authority carriers, and specialty insurers.
Funding
Funding not disclosed
Founders
Product
Problem
Reinsurers, delegated authority carriers, and specialty insurers rely on expert judgment but must process large volumes of submissions, bordereaux, loss runs, and policy wordings manually. This document‑heavy workflow consumes valuable underwriting expertise and limits the ability to scale operations.
Solution
Stoneborn offers an AI‑native platform that automatically extracts and structures data from insurance documents, converting unstructured PDFs and text into searchable, analytics‑ready formats. The system leverages machine‑learning models trained on re/insurance data to recognize industry‑specific terminology and relationships, reducing manual data entry. Structured outputs feed directly into underwriting and risk‑capital decision tools, enabling teams to handle higher volumes without additional headcount. By providing systematic, complete insight from previously fragmented paperwork, the platform supports faster, data‑driven decision making while freeing underwriters to focus on judgment rather than administration.
Target Audience
Primary customers are reinsurers, delegated authority carriers, and specialty insurers that need to process large volumes of underwriting documents while maintaining precision and speed.
Features
- AI-powered document ingestion that parses submissions, bordereaux, loss runs, and policy wordings into structured data fields
- Industry‑specific language models trained on re/insurance content for high extraction accuracy
- Automated data validation and consistency checks to ensure reliable insight
- Integration-ready APIs that feed extracted data into existing underwriting and risk‑management systems
- Scalable cloud architecture allowing volume increases without additional personnel
- Dashboard visualizations that present consolidated document insights for quick review