AI agent for working in a closed corporate circle was presented in Russia MWS AI (part of MTS Web Services) launched MWS AI Cowork. It is a universal AI agent for automating office processes in a "one window" chat mode. The main difference between the product and foreign analogues is the possibility of deployment in a closed scope of the client in accordance with Russian data security standards. The solution supports working with local language models, as well as with open foreign master's studies. The artificial intelligence agent integrates with storage, mail, CRM and organizational document management systems, operating only within the employee's access rights. The service is able to cover up to 90% of typical office tasks: preparing analytical reports, coordinating contracts, creating presentations using organizational templates and creating protocols based on the results of meetings. Users can also create their own work scenarios and share them with colleagues. According to pilot applications, active use of MWS AI Cowork saves an employee at least one hour of working time every day or about 263 thousand rubles in benefits per person per year. Denis Filippov, CEO of MWS AI: "You can start with individual tasks, such as preparing reports or comparing supplier proposals, and then add new departments and move to processes involving several teams. At the same time, the company uses already connected systems and acquired skills: what helped one department can be used by others. Management maintains control over costs, access to data and tools used. That way, a business can grow in one environment and develop its needs gradually." The cost of an annual system license for an isolated enterprise circuit will range from 6 to 20 million rubles, depending on the scope and number of users. The entrepreneurs expect that customer investments will pay off in the first months of activity.