Building Resilient Financial Systems With Explainable AI and Microservices

AI-driven microservices often fail due to black-box decision-making. This IEEE award-winning research introduces a transparency-driven resilience framework using explainable AI to make automated actions interpretable and auditable. Tested on 38 services, it reduced MTTR by 42%, improved mitigation success by 35%, and accelerated incident triage—critical gains for regulated finance and insurance systems.