2025. The "Aegis" Framework: A Multi-Cloud, Fault-Tolerant MLOps Architecture for Real-Time Financial Decisioning and Regulatory Compliance. International Journal of Engineering & Extended Technologies Research (IJEETR). 7, 6 (Dec. 2025), 11113–11121. DOI:https://doi.org/10.15662/IJEETR.2025.0706031.