Human in the Loop - The Three‑Layer Model Shaping Responsible AI in Financial Services
Abstract
As financial institutions accelerate their adoption of artificial intelligence, one principle is emerging as non‑negotiable: Human‑in‑the‑Loop (HITL). Far from being a simple quality‑check mechanism, HITL has become a foundational governance architecture that ensures AI systems remain safe, compliant, and aligned with regulatory expectations.In a sector where decisions impact customer trust, financial stability, and regulatory scrutiny, HITL is the bridge between automation and accountability.
Fields of Study & Subjects
Ethics and Social Impacts of AI
Explainable Artificial Intelligence (XAI)
Artificial Intelligence Applications
Publication details
- Journal / source
- Zenodo (CERN European Organization for Nuclear Research)
- Publication date
- 10 January 2026