Operations | Monitoring | ITSM | DevOps | Cloud

Millions of metrics. Zero clarity. That’s the reality many IT teams are facing today. As environments grow more complex, telemetry explodes. Millions of records generated every hour. Dozens of specialized tools for network, storage, Kubernetes, cloud, AI workloads. Each tool is good at its domain. But none of them answers the real question: Where should I focus right now? Fragmented visibility creates predictable failure modes.

Speed isn’t the problem. Speed without shared visibility is. AI compressed release cycles, multiplied dependencies, and pushed accountability to teams who no longer own the full stack. The result? Faster change. Slower resolution. Higher risk. This is why MTTR is moving the wrong way...and why observability has to evolve. : Amit Rathi.

Every CIO is asking the same question: Am I next? We’ve seen it across cloud providers, carriers, and global platforms—organizations with enormous scale and investment still experience public, business-impacting outages. The risk isn’t lack of effort. It’s the growing gap between AI-driven complexity and the ability to see, understand, and resolve issues fast enough to protect availability commitments.