AI integration in mainframe environments boosts operational efficiency. Generative AI assists developers by minimizing repetitive tasks and capturing institutional knowledge for valuable insights. Hybrid AI employs multiple techniques for effective problem-solving. Organizations are encouraged to prioritize explainability and progressively adopt generative AI to achieve actionable insights.