The first alert went out at 3:08 AM. Latency crossed a threshold. Then came the CPU spike. Then disk usage. All flashing red. But none of them pointed to what actually broke.
The team restarted pods. Rolled back deployments. Toggled autoscaling. None of it worked. Because the problem wasn't what the alerts were pointing to—it was what they weren't showing at all.
This is the silent failure in modern cloud ops: Too many alerts. Too little meaning. And the more tools you add, the more noise you create—without more insight.
Here's where most teams break down:
Alert fatigue hides what matters. When 30 alerts go off in a day, even important ones get ignored. Teams become numb, defaulting to "acknowledge and move on." Eventually, something real gets missed—and the damage begins.
Static thresholds don't evolve with dynamic workloads. You set them once. But your infrastructure changes every day—usage, scaling patterns, demand, noise. Thresholds become meaningless as the system evolves.
No link between symptoms and root cause. An alert may tell you what is breaking, but not why. So engineers scramble across logs, graphs, and dashboards, patching the symptom—not solving the issue. Time is lost. So is confidence.
Too many views, not enough alignment. DevOps sees infrastructure spikes. Security sees anomaly exposure. Finance sees rising cloud bills. But without context, no one can act decisively—just guess, react, and escalate.
Cloudshot doesn't just reduce alert noise. It replaces noise with context.
Topology-Aware Incident Context
Cloudshot auto-maps your services across AWS, Azure, and GCP in real time. So when something breaks, it doesn't just tell you "what happened"— It shows where, how it connects, and who's affected.
Behavioral Drift Detection
Instead of hard-coded thresholds, Cloudshot learns your infra's baseline. It flags anomalies based on behavior, not fixed limits— cutting false positives while catching subtle threats.
Root Cause in One Unified View
No tab-hopping, no log-chasing, no tool fatigue. Cloudshot brings symptoms, signals, dependencies, and risk together. One dashboard. One map. One answer.
"We had alerts firing all the time. But we still missed the big one—until Cloudshot showed us what actually mattered."
— One of our enterprise users
That's the new standard: Not just being alerted. But being informed—before it's too late.