A decentralized, open-source AI platform that acts as a backup system in case of a primary AI failure. It uses a swarm of AI agents across multiple providers which provide fault tolerance, preventing single points of failure and ensuring consistency in fermentation processing by rapidly switching between and balancing them using complex algorithms.