Jurin AI Inc. has released the "JJ-1" series (0.8B, 2B, and 4B parameters), specialized for structured decision processing over Japanese business text and speech transcripts.The Bottleneck of Generative LLMs in Workflows
When applying traditional generative LLMs to workflow automation, systems must wait seconds for the model to stream string tokens and then attempt JSON parsing. This process suffers from potential syntax parse errors, unpredictable inference delays, and high runtime costs due to generated output tokens.