Advanced AI risk report: Middleware Administrator

AI will not fully replace this role, but it will drastically reduce the need for manual configuration and routine maintenance. The position will shift from hands-on deployment toward supervising AI-driven orchestration tools and ensuring cross-platform compatibility.