Introduction Enterprise CIOs face growing difficulties in managing complex IT and cloud operations while maintaining high levels of security and observability. As modern companies attempt to optimize operations, maintain business continuity, and manage risks, applied observability and cybersecurity have emerged as critical components [1–4]. With its unique innovations, ProphetStor Federator.ai establishes…