Cloud-Native Architectures for Mission-Critical Banking Platforms
Manojkumar Reddy Peddamallu - · Journal of Artificial Intelligence Machine Learning and Data Science · 2025
The rapid evolution of digital banking and financial services has placed immense pressure on traditional IT infrastructures to deliver resilient, scalable and secure platforms.This paper examines the transformation of mission-critical banking systems through the adoption of cloud-native architectures.Monolithic systems have historically limited scalability, agility and compliance enforcement in financial institutions.Cloud-native designs-built on microservices, Kubernetes, service meshes and containerized workloads-enable distributed systems that can handle millions of transactions per second with improved resilience and elasticity.We present a detailed exploration of core architectural elements including microservices decomposition orchestration frameworks, CI/CD pipelines, hybrid and multi-cloud strategies and security practices such as zero-trust enforcement and quantum-safe cryptography.Case studies from leading global banks are included, demonstrating reductions in downtime, faster time-to-market for new services and measurable improvements in disaster recovery readiness.We also discuss operational challenges such as service sprawl, observability complexity and compliance auditing across distributed systems.Future research opportunities in AI-driven observability, blockchain-based compliance auditing and edge-cloud banking are highlighted.The findings emphasize that cloud-native architectures represent not merely an IT upgrade, but a paradigm shift essential for enabling secure, efficient and compliant financial ecosystems worldwide.