International Journal of Computing and Engineering (IJCE) Vol. 7, Issue 7, 2025, pp. 25-38 | CARI Journals
This paper addresses integrating artificial intelligence into banking systems through robust data engineering. Effective AI deployment depends on a strong data engineering framework capable of meeting the intricate demands of regulated financial settings. Key components include multi-zone architectures, advanced feature versioning, comprehensive governance frameworks tracking model lineage, and real-time processing capabilities. Successful implementation requires balancing reproducibility, explainability, security, and regulatory compliance across large-scale operations.
Keywords: AI-Ready Banking Platforms, Multi-Zone Data Architecture, Feature Engineering Systems, Data Governance Frameworks, Real-Time Stream Processing