Industries · InsurTech
Claims documents, turned into structured data
Contracts, emails, and demand letters in PDF and DOCX, with 13 key fields extracted, labeled, and quality-checked — 50% faster than manual processing at 97% accuracy.
The problem
What makes insurtech data hard
Unstructured inputs
Scanned PDFs and exported documents arrive in every layout, from many firms and carriers.
Manual extraction
Pulling fields by hand is slow, costly, and error-prone, and it stalls settlements.
Accuracy you can automate on
Downstream workflows only work if the extracted fields are right.
How MLtwist helps
One pipeline, built for this data
Our platform prepares and routes the data; our team, yours, or both label it. Every version ships with a Data ID Card.
- Automated extraction
- Models trained to find 13 key fields across document types.
- Human labeling and review
- Every extraction is labeled and checked before delivery.
- Transformation and QA
- Fields are cleaned and structured to drop into your workflows.
Case studies
InsurTech programs we've delivered
Related work
Bring us your insurtech data
Tell us the data type, volume, and timeline. We'll scope it with our team, yours, or both — and deliver it versioned, in your format.
Also available through Carahsoft and Google Cloud Marketplace.