RV Warranty Automation

Document-automation MVP for RV warranty processing.

Automation / MLOps
LLM / RAG

The problem

RV warranty processing runs on unstructured documents. Every claim arrives as a scan or a PDF that a person has to read, interpret, and re-key before anything downstream can happen.

The approach

Built a document-automation MVP that turns warranty paperwork into structured records. OCR handles the scan-to-text pass and LLM extraction pulls the claim fields out of messy real-world layouts.

Results

Manual warranty documents converted into a structured pipeline.
Claim data becomes queryable instead of trapped in PDFs.