Artificial intelligence now underpins critical infrastructure, public services, financial systems, healthcare, transport, and everyday business operations. Alongside rapid adoption, governments and industries face increasing concerns about ethics, safety, transparency, bias, privacy, and accountability. These issues are intensified by the steady rise in AI-related incidents worldwide, highlighting the need for structured governance…