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Fintech · Insurtech · 50–200 · Europe #b010_10

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Context

We provide AI software that reads claim documents and helps insurers settle claims faster, sold to carriers on several continents.

Industry: Fintech · Insurtech
Size: 50–200 employees
Region: Europe
Tools budget: $1K–5K per month
Needs: SOC 2 / ISO 27001 automation. Recertification is a heavy lift for a small team, and new insurer customers also ask for other attestations.
Today: annual surveillance of one certification, scoped to its claims software platform · Urgency: this year
Document AI & extraction. Medical and repair documents vary hugely, and we need better tooling to measure extraction quality.
Today: in-house models read unstructured claim files, integrated into insurers' claims suites · Urgency: this year
LLM evaluation & testing. Each model update must be proven not to worsen claim decisions before insurers accept it.
Today: model accuracy tracked internally by data science, reported as customer claims metrics · Urgency: later
Who decides: cto · security review
Expects from suppliers: Lightweight setup for small security teams; Framework crosswalks; Evidence acceptable to enterprise buyers
Not a fit: Enterprise suites priced for large companies; Tools needing on-premise hosting
Stack: cloud: Azure-class hyperscaler, LLM APIs in production, compliance tooling in place
Buying triggers: upcoming audit or certification, new market or product launch

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