AI in US insurance
Where AI is actually shipping inside US insurers — underwriting workstations, FNOL intake, claims decisioning, conversational layers — and which vendors are doing the work versus selling decks.
Essays in this cluster
- Published 2026-05-04
Coalition is winning the commercial-cyber LLM surface that Chubb owned eight days ago.
When Phidea first ran the commercial-cyber probe in late April, Chubb won every vertical we tested at high stability — SaaS, law firm, healthcare SMB, fintech, manufacturer. We framed it as evidence that the personal-lines pattern (generalists with editorial depth beat specialty insurtechs) generalises to B2B. Eight days later, Coalition is winning three of those five verticals. The shift is real, fast, and worth taking seriously.
- Published 2026-04-24
Building an LLM agent for a US insurer in 2026: five layers of the stack, and where most projects fail.
US insurers are past the LLM-agent hype stage. The question in 2026 is not whether to build, but how to ship a narrow agent that survives contact with a claims-admin system, a state DOI rate filing, and a policyholder expecting resolution within 48 hours. The stack has five layers, and most failed projects fail on layer 2.
- Published 2026-04-22
Underwriting is the first US insurance layer where AI-native has already consolidated
On Phidea's stack-layer × generation matrix, one cell stands out. The AI-native underwriting workstation has seven tracked tools — more than any other AI-native cell in US insurance. The cumulative funding across them is roughly $1.36B. The category has a shape, a clear archetype, and a visible consolidation pattern that the rest of the stack has not yet reached.
- Published 2026-04-21
FNOL has no modern SaaS. Here's what that means if you're modernising in 2026.
Most insurance software follows three rungs: legacy, modern SaaS, AI-native. FNOL intake is missing the middle rung. A US carrier moving off legacy in 2026 can jump straight to AI-native vendors like Hi Marley and Tractable — the modern option isn't there to delay the decision.