Loss Run Extraction
Parse any loss run format in seconds
A library of 200+ carrier format patterns. Structured output with year-over-year trending, incurred-vs-paid split, and large loss flags. No formatting, no transcription.
Extraction Output
From scanned PDF to structured data
| Policy Year | Claims | Incurred | Paid | Outstanding | Large Loss? | Status |
|---|---|---|---|---|---|---|
| 2024 | 4 | $212,400 | $118,200 | $94,200 | — | Open |
| 2023 | 6 | $488,100 | $488,100 | $0 | ⚑ $320K | Closed |
| 2022 | 3 | $124,500 | $124,500 | $0 | — | Closed |
| 2021 | 2 | $55,000 | $55,000 | $0 | — | Closed |
| 2020 | 1 | $18,200 | $18,200 | $0 | — | Closed |
| 5-Year Total | 16 | $898,200 | $804,000 | $94,200 | 1 flag |
Format Coverage
200+ carrier format patterns
Most specialty carriers and managing general agents produce loss runs on proprietary templates with no standard layout. Undwrlyft ships with a library of recognized formats — from standard NCCI and ISO loss run layouts to the carrier-specific exports that appear frequently in E&S and professional lines portfolios. Unrecognized formats are flagged for review, not silently failed.
When a new format appears, the extraction engine adds it to the library. The next submission using that carrier's format processes automatically without manual configuration.
Audit Trail
Every field, back to the source
Each extracted value links to the exact page, column, and row in the source PDF. Underwriters can verify a questionable loss amount in one click — not by requesting the original document from the broker again.
Confidence scoring surfaces low-certainty fields so underwriters know where to focus review effort, rather than reviewing every cell manually.
Send us your hardest loss run format
In your demo, bring a real loss run PDF — whichever format your underwriters find most painful. We run it live.