AI Insurance Agents

7/1156 → 19/1117; +1.10 percentage points of formation share.

The most telling thing about this batch is how many of these companies started as something narrower and only became "AI agents" in retrospect: Mulligan has already rebranded into Insure Stack after being acquired, and Curacel spans both insurance and healthcare claims rather than sitting cleanly in one vertical, suggesting the category is less a product type than a description that got applied after the fact to companies solving adjacent back-office problems. There's also a clear split between infrastructure plays that sit underneath carriers, like Axle's clearinghouse for property and casualty workflows and PolicyFly's specialty insurance rails handling a $200B market, versus consumer-facing brokers like Coverage Cat and Clupp that compete on price and service for underserved riders and drivers. Geographic spread is wide too, with Curacel and IMT Care building for African and Indian markets where the underlying insurance infrastructure itself is thin, not just the software layer. The tie to real estate is not incidental: Homeflow and Cambio show the same agent architecture getting pointed at property portfolios instead of policies, and real estate as a category is actually growing faster right now at 3.10× versus this formation's 2.81×, meaning the agent pattern proved out first in adjacent property workflows and is now diffusing back into core insurance claims and underwriting. None of this would have been economically viable before insurers could trust language models to read PDFs and plan documents reliably, which is really only true since GPT-4 class models arrived in 2023, matching almost exactly when Strada, Stream, and Catamaran all launched.

No comparable outside activity is connected yet.

These share a word with “AI Insurance Agents” but are tracked as separate categories. The real overlap below is the actual share of AI Insurance Agents’s companies also found in that category — not a guess.