Journal of Computer Science and Technology Studies (JCSTS) Vol. 7, Issue 7, 2025, pp. 228-236 | Al-Kindi Publisher
Examines practical challenges of implementing human-in-the-loop systems in financial services. Feature stores have become essential infrastructure that allow organizations to ensure alignment between model training and production systems while accommodating human-AI collaboration. Features designed for human use frequently vary from those optimized for algorithms — mathematical accuracy must be weighed against the interpretability requirements of analysts making justifiable choices.
Keywords: Human-in-the-Loop Systems, Financial Services AI, Data Engineering Architecture, Explainable AI, Continuous Learning Pipelines