Social network VKontakte improved the API of chatbots and adapted them to the needs of different business areas. Thanks to the update, companies now have the ability to integrate notifications with action buttons into their chatbots. Using chatbots, companies in insurance, retail, tourism, and other industries can authorize customers, send transactional notifications, and provide personalized support. Set of scenarios can vary depending on a company's needs.