TypeSafe's Jev Model Accelerates Marketing Workflows with High-Speed Decision-Making Under $3

TypeSafe AI released Jev, a System One decision model, on September 15, 2026, designed to accelerate high-volume marketing judgment tasks at a fraction of traditional AI model costs. Jev processes structured and natural-language inputs to return typed decisions—choices, scores, and confidence-calibrated probabilities—in 70 to 500 milliseconds, with pricing set at $0.042 per million input tokens and free output. Founded by Diogo Almeida, a former OpenAI researcher, TypeSafe positions Jev as a complement to large language models, optimized for tasks where the possible answers are already known and speed matters.