How Pulley transformed construction permitting with Anvil

Mang-Git chats with Danil Kolesnikov, previously a founding engineer at Shepherd, a commercial insurance MGA for construction that underwrites on behalf of carriers and distributes through brokers. He explains Shepherd’s thesis that tech-enabled contractors are better risks and should receive better pricing and coverage. The core build-vs-buy decision was whether to buy a policy administration system or build one; Shepherd chose to build due to vendor pricing that takes a percentage of premium (a lasting “tax”) and the need for flexibility and speed. Danil says owning the platform improved onboarding and day-one productivity across underwriting, claims, and compliance, and helped Shepherd deliver quotes in under 24 hours versus weeks for legacy carriers. They also discuss the complexity of commercial lines, a painful Salesforce integration, and how AI shifts the bottleneck from coding to domain understanding and workflow automation.