From Governance-by-Design to Apply AI Implementation

Artificial Intelligence governance must move from principle to operational implementation.

As a member of the Apply AI Alliance, I look forward to contributing to discussions on operationalising risk-based AI frameworks in regulated environments.

My work focuses on the design and implementation of governance-by-design AI system architectures, including:
– regulated inference systems
– auditability and traceability in high-risk contexts
– institutional AI deployment aligned with EU AI Act principles
– risk-based and compliance-oriented AI system design

The Apply AI Strategy highlights the importance of strengthening technological sovereignty and supporting AI deployment across strategic sectors.

I am particularly interested in contributing to:
A2 – AI Regulation and Compliance
A3 – AI Safety
A4 – AI Innovation and Policy Coordination

The objective is clear:
Ensure AI systems are deployable, auditable, accountable, and institutionally governable — not merely technically capable.
 

I look forward to constructive collaboration within the Alliance.

— Edin Vučelj
Ministry of Defence of Bosnia and Herzegovina
Founder, BPM RED Academy (AI governance initiative)