Research Framework
Introduction
The GAB/BAG Integrated Model is a research-driven framework designed to address governance, accountability, and decision traceability challenges in private banking environments.
This page outlines the current research status of the model, its deliberate scope, and the planned trajectory for empirical validation and future extensions.
Research Status
All contribuThe GAB/BAG Integrated Model is currently developed as a conceptual and architectural research framework.
Its primary objective is to formalize how operational decisions can be structured, documented, and rendered traceable through the combined use of artificial intelligence and blockchain-based governance mechanisms.tions follow a consistent analytical structure and are released periodically.
Scope Delimitation
The current scope of the research deliberately focuses on internal operational decision-making processes, governance accountability, and auditability within private banking institutions.
Client-facing applications, commercial product development, and direct financial performance optimization are intentionally excluded at this stage in order to preserve analytical clarity and methodological rigor.
Validation Trajectory
Empirical validation, applied case studies, and institutional partnerships are positioned as subsequent phases of the research agenda.
These future stages aim to evaluate the model through controlled pilots, regulatory-aligned environments, and selected operational use cases once the conceptual foundations are fully stabilized.
Research Roadmap
- Phase 1 — Conceptual design and governance framework (current phase)
- Phase 2 — Decision traceability artefacts and applied pilots
- Phase 3 — Institutional validation and regulatory dialogue
- Phase 4 — Extended applications (client-facing and financial layers)
Related Research Outputs
Working Paper: Decision Traceability as a Governance Primitive
The GAB/BAG research program is supported by working papers and conceptual research outputs that progressively formalize the model and its theoretical foundations.
The section is intentionally moderated and does not enable public comments.
