Preferred Networks, Inc.

Preferred Networks' Japanese text generation LLM "PLaMo Fin Prime" is a model developed by fully custom-building the "PLaMo" architecture in Japan, then further training it with specialized financial corpora. This results in a domain-specific model that combines exceptional Japanese language capabilities with advanced financial expertise. This application leverages internal data stored in Snowflake to provide LLM-based text generation, summarization, and content analysis functionality.

By operating the LLM through a SQL-based interface, users can automate processes ranging from data analysis to text generation. Specifically, it demonstrates superior performance for advanced financial applications including: market analysis incorporating investment evaluation criteria and portfolio strategies; support for creating corporate analysis reports; and assistance in developing new financial products tailored to specific customer demographics and risk tolerance levels. Furthermore, by utilizing Snowflake's secure environment where data remains entirely contained within the system, users can safely incorporate highly confidential information that previously couldn't be processed with LLMs.