Why do we need SDN network?

Could you elaborate on the rationale behind the necessity of an SDN network? What are the key benefits or advantages it offers that make it indispensable in today's technological landscape? Is it a matter of scalability, security, or perhaps a combination of both? I'm curious to understand the driving forces behind the adoption of SDN networks and how they're transforming the way we approach network infrastructure.