Qommons ONE

This is a work AI tool that Japanese local government employees use to search meeting minutes, handle citizen complaints, and look up welfare and legal documents. Since every municipality organizes its records differently, staff used to have to dig through years of meeting minutes just to find the document they needed. This tool acts like an assistant that organizes scattered documents into one standardized filing system and pulls up what's needed on demand.

The company behind it, Polymill, actually started out as a civic participation platform where citizens could discuss political and social issues. While working with local governments, Polymill noticed that officials were so tied up with routine administrative work that they had no time left to actually listen to citizens' voices. They concluded that streamlining administrative work itself had to come first, and that's how this tool came about. It has features specialized by task area — preparing council responses, handling citizen service inquiries, welfare consultations, and legal research — and its core engine runs on OpenAI's GPT models.

Because information management and audit compliance matter so much in the public sector, the platform also includes control features that let administrators check usage history by function and restrict which models can be used according to organizational policy.

News coverage describes it along the lines of: "OpenAI-powered QommonsAI is used by 1,050 Japanese local governments and 550,000 public employees." A common misunderstanding is assuming OpenAI itself built this service — in reality, the Japanese company Polymill develops and operates it, while OpenAI supplies the underlying GPT models and development tools.