Insights

Analysis on AI-native specialty insurance, cat-exposed underwriting, and the architecture behind a deployable book.

We write for investors, capacity partners, and operators thinking about where private flood and other cat-exposed lines are headed - and the operating models that get them there.

· 6 min read

Three supervised loops, one audit trail — the operating model for cat-exposed specialty MGAs

Cat-exposed specialty insurance needs three supervised loops - underwriting, distribution, customer - feeding a single audit trail. The integration is the product, and audit-trail-first design is what makes the architecture deployable for capacity partners and regulators.