AI is changing what systems do and also is changing the way we integrate systems today. Traditional integration patterns were designed for deterministic services and predictable workflows, rule-based automation. AI systems are probabilistic, compute-intensive, and often externalized through cloud platforms and APIs. In this new wave of AI solutions, enterprises need to adopt new ways to integrate their systems to bring new capabilities, intelligence and automation safely and efectively.