Building the benchmark: inside our agentic insurance underwriting dataset

In this post, we unpack how Snorkel built a realistic benchmark dataset to evaluate AI agents in commercial insurance underwriting. From expert-driven data design to multi-tool reasoning tasks, see how our approach surfaces actionable failure modes that generic benchmarks miss—revealing what it really takes to deploy AI in enterprise workflows. The post Building the benchmark: inside our agentic insurance underwriting dataset appeared first on Snorkel AI .