Autonomous networking needs digital twins

Autonomous networking lacks digital twins that other mission-critical industries use. Network upgrades often cause outages because dependencies across switches, firewalls, and clouds are hard to test. Mixed-vendor interoperability adds further complexity, leaving teams to firefight incidents reactively.