Key insights from research on the topic "energy markets AI agents automation": 1. According to Gartner forecasts, by the end of 2026, 40% of corporate applications will include embedded AI agents. The Russian market is following this trend. 2. AI agents are evolving from analytical tools into autonomous executors capable of fully managing individual business processes (quote from Daniil Ackerman, automation expert). 3. Goldman Sachs predicts significant AI impact on the global labor market - algorithms have already replaced 12% of jobs in the US over 3 years (2023-2026). 4. In the energy sector, this means transitioning from traditional analytics to autonomous agents that can: - Monitor oil and gas prices in real-time - Forecast supply and demand - Automate trading operations - Manage risk and hedging 5. Key opportunities for ASI Biont: - Creating specialized agents for energy companies - Integration with exchange data (Alpha Vantage already connected) - Automation of reporting and analytics - Predictive models for energy markets Target audience: energy company analysts, traders, risk management department heads.