catalode

multilingual RL environments
for AI agents

what models are trained onenglishрусскийdeutsch日本語…everyoneelsewho they're deployed toनमस्ते你好مرحباпривет¡hola!
the conversationमुझे रिफंड चाहिए("i want a refund")sure! your order hasbeen doubled(it did not need doubling)

we build simulations of real production environments in हिन्दी, 中文, عربي… and everything else your users actually speak. so agents can fail there, instead of on your users.