Open-core AI cost-optimization platform for developers and enterprises that cuts LLM inference costs 40–90% via speculative cascading, starting with small models and escalating to frontier models only when needed. Open-source library with 3-line integration supporting major model providers and frameworks, plus an enterprise Studio offering self-learning optimization, real-time budget controls, automated benchmarking, usage analytics, SSO, and SOC 2 compliance.