Industry
Insurance
We build systems for FNOL, triage, claims documents, fraud signals, subrogation, underwriting intake, and settlement flow.
The Problem
FNOL Fragmentation
FNOL arrives through calls, emails, forms, images, and PDFs before teams normalize and route the file.
Claims Handling Repetition
Claims handling repeats the same work across coverage checks, document classification, summaries, reserves, diary updates, and status communication.
Underwriting Bottlenecks
Underwriting operations stall on submission intake, appetite checks, loss runs, quote prep, and broker follow-up.
Late Fraud Detection
Fraud and payment integrity suffer when high-risk signals surface after reserves, repairs, or payments already move.
Our Approach
FNOL Automation
We intake loss notices, classify files, extract facts, enrich context, and route claims by severity.
Claims Triage
We identify clean files, surface high-risk cases, prepare summaries, and reduce adjuster handling.
Underwriting Intake
We structure submissions, check appetite, review documents, and prepare quote-ready files.
Leakage Control
We monitor fraud, subrogation, liability, coverage ambiguity, and payment integrity signals.
Insurance gets expensive when clean claims touch three teams and high-risk files surface after reserve leakage begins.
Systems That Apply
