How does Kamiwaza help insurance companies?

Insurance carriers face workflow bottlenecks that directly impact competitive performance, such as: slow quote generation, inefficient submission triage, and high-cost claims resolution. Kamiwaza can address these (and more) without requiring data migration or legacy system replacement.

Quote Generation

Traditional quote processes rely on manual extraction of data from carrier-specific document formats, a process that takes days and generates multiple client touchpoints. Kamiwaza's visual language models process any carrier document format automatically, enabling real-time quote generation the moment complete documentation is received.

• Healthbus case study result: quote generation time reduced from 3-4 days to real-time; client touchpoints reduced from 5 to 1.

Submission Triage

Without automated triage, intake isn't streamlined and may run first-in-first-out, causing underwriters to spend time on submissions that won't fit their guidelines while high-value opportunities age out. Kamiwaza scores every submission against carrier-specific guidelines instantly, routing only prioritized, winnable business to underwriting teams.

Claims Resolution

Adjusters spend significant time acting as "forensic archaeologists," digging through disconnected systems to assemble coverage context instead of making decisions. Kamiwaza builds a live context graph linking underwriting intent to claims evidence, so adjusters see a fully assembled, validated view of every relevant document instantly. The result: faster coverage decisions, lower Loss Adjustment Expense (LAE), and better renewal retention.

Deployment

Kamiwaza connects to existing carrier systems — mainframes, policy admin platforms, document repositories — without requiring migration, ETL pipelines, or system replacement. Deployments typically begin with a single workflow (e.g., quote generation) and expand from there.