The banking industry is rapidly transforming, with digital growth, real-time payments, and rising cyber risks demanding secure and reliable operations. Trusted intelligence AI that is transparent, compliant, and resilient is now essential. Federated AIOps offers a breakthrough by enabling decentralized AI model training across banks without sharing raw data, allowing institutions to collaborate while preserving privacy and meeting regulatory requirements. This approach enhances fraud detection, strengthens anomaly monitoring, and improves predictive insights across real-time payments and ACH systems. As more than 85% of banks adopt real-time payments, Federated AIOps reduces transaction latency, improves incident response, and ensures smoother processing. It also supports resilient infrastructure through predictive maintenance, real-time monitoring, and automated recovery, minimizing downtime and safeguarding customer trust. Overall, Federated AIOps provides the foundation for modern, secure, and scalable banking operations delivering trusted intelligence while overcoming data silos and operational risk.