05/08/2026
AI systems are only as valuable as their ability to respond in real time. And for many enterprises, cloud dependency is becoming a growing operational risk.
Gopi Duddi, Chief Technology Officer, Couchbase, on centralized cloud infrastructure.
The reality is simple: downtime is expensive. Whether in manufacturing, aviation, logistics, or remote operations, delayed AI responses can disrupt workflows, impact customer experience, and introduce serious operational risks.
The shift toward edge AI is no longer just about speed. It’s becoming a resilience strategy for enterprises operating in always-on environments.
https://talkdev.com/guest-author/edge-first-intelligence-ai-without-the-cloud