Kubernetes FinOps 2.0 leverages AI to slash cloud costs by 40–60% through predictive autoscaling and spot instance optimization, ensuring peak performance at a fraction of the price. Transition from reactive cloud-cost management to agile, self-optimizing strategies is key for modern software teams aiming to stay competitive in cloud spending.