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Building Resilient Financial Systems With Explainable AI and Microservices - Printable Version

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Building Resilient Financial Systems With Explainable AI and Microservices - Stanley - Jan 17, 2026

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.


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