What was impossible six months ago can now be a reality." The main AI insights from Kazan Digital Week - from Alfa-Bank experts At the end of October, Kazan became the capital of IT - 21+ thousand participants from 76 countries, government and business leaders gathered here. Alfa-Bank became a partner in the forum - they talked about fintech innovations for cyber protection, data analysis and saving time for managers. The main topic of the forum was the practice of implementing artificial intelligence in business and the public sector in 2027 - how to increase efficiency and ensure safety when the number and complexity of artificial intelligence agents are constantly increasing. We collected four business insights from the sessions: What to consider when starting an AI project Practice changes every quarter, or even month. Therefore, it is important to study cases that are not older than six months. What was impossible before can now be a reality. For example, new ways to protect data. An important business trend for 2027 is agency experience. In the past, the focus of the business was on user experience - how convenient the service is for a person. Now it's important to consider how the customer's personal AI agent will interact with the product and solve problems. It should be deployed already in the development phase. What rights is it safe to give AI agents? Instead of the classic emulation model, where an employee has a fixed set of access, it is better to use rights management at the task level. The agent gets temporary access to the necessary systems, completes the task and loses rights after its completion. This helps reduce risks. What to do with AI agent errors Artificial intelligence is not a normal program: it chooses its own tools and ways to solve problems, so it can make mistakes. Just like live workers. In this case, the final responsibility always remains with the person. Sviatoslav Solovyov, AI Manager in IT at Alfa-Bank An important result of the Kazan Digital Week is new digital projects. Alfa-Bank has signed four agreements and will support major players.