Snowglobe

Snowglobe is a simulation environment for LLM teams to test how their applications respond to real-world user behavior. Run full workflows through realistic scenarios, catch edge cases early, and confidently improve before deploying to production.

Snowglobe is a simulation platform designed to help AI teams test and refine their chatbots before deployment. It generates realistic user conversations at scale, identifying edge cases and failures that manual testing often misses. Users can simulate diverse personas, intents, and adversarial tactics, producing judge-labeled datasets for evaluations and fine-tuning. The tool integrates easily with existing AI agents via APIs or SDKs, automating the process of running hundreds of conversations in minutes. Snowglobe provides detailed insights into failure patterns and performance, improving reliability and reducing risks like hallucinations. Trusted by industries from legal to aviation, Snowglobe bridges the gap between perceived and actual AI risks, helping teams deploy confidently with data-driven improvements. Its realistic simulations outperform traditional synthetic data, making it a go-to solution for pre-launch testing.