Harper, an AI-native insurance brokerage from YC Winter 2025, just raised $47M in combined seed and...
The AMW Read
The article updates the player map for Vertical AI (Finance/Ops) and exemplifies the pattern of agentic AI replacing entire legacy workflow layers in high-friction industries.
Harper, an AI-native insurance brokerage from YC Winter 2025, just raised $47M in combined seed and Series A funding, compressing what typically takes 18-24 months into just weeks. This signals a major shift in how VCs are betting on AI to disrupt legacy industries—insurance brokerage still relies on spreadsheets and phone calls despite generating over $20B in annual US commissions. With the industry facing a 400,000-agent shortage and 77% of businesses underinsured, Harper's AI-first approach serves 1,000+ customers monthly versus traditional teams handling dozens, proving that agentic AI can finally deliver on automation promises earlier software couldn't. This rapid funding acceleration shows investors are aggressively locking in AI startups with defensible moats in high-friction markets. The broader implication: we're witnessing the emergence of fully autonomous B2B services where AI doesn't just assist—it replaces entire workflow layers.
