Empromptu launches Alchemy letting enterprises fine tune custom AI from live workflows without ML teams

Expert corrections are automatically recycled into model training

Empromptu AI says most enterprises waste the most valuable training signal: the corrections experts make to outputs from AI apps already in production. Its new Alchemy Models captures validated responses, routes them into a continuous fine-tuning pipeline, and produces small task-specific “Expert Nano Models.” Customers own the resulting weights, but the approach is tied to Empromptu’s platform.