sparkient

Make structured decisions in under 100ms — faster than any LLM API call. Define any decision type your app needs, train a lightweight ML model from AI-generated examples, and get instant decisions with confidence scores and reason codes. No ML team or historical data required. From moderation to routing to fraud — if an LLM can judge it, Sparkient can compile it.