Introducing Alerting Intelligent Issue Correlation
Released on: May 2026Atatus now features a unified Problems dashboard with AI-powered root cause analysis, cross-service impact detection, and baseline deviation tracking, enabling engineering teams to identify, correlate, and resolve production issues faster across their entire application and infrastructure stack.With this update, developers and DevOps teams can view all active problems in one place, automatically correlate related issues across services, pinpoint root causes with confidence scoring, and track baseline deviations in real time without jumping between multiple dashboards during an incident.
Key Benefits of the Problems Dashboard in Atatus
- Unified Cross-Stack Problem View: See all active, acknowledged, and resolved problems across APM, infrastructure, and services in a single filterable list complete with a timeline histogram to correlate spikes with deployment or infrastructure events.
- AI Root Cause Analysis with Confidence Scoring: Dependency-graph analysis automatically identifies the true origin of cascading failures and presents it with an explicit confidence percentage, so teams can prioritize the right fix immediately.
- Baseline Deviation Context: Every baseline-triggered problem surfaces its triggered value, learned baseline, deviation percentage, and expected range, giving full statistical context alongside the alert without digging through separate dashboards.
- Automatic Issue Correlation: Related problems are automatically linked by entity relationship and time proximity, preventing duplicate investigations and surfacing systemic issues faster across microservices.
- Service Vitals at a Glance: Each problem detail page shows live service vitals such as requests, errors, error rate, avg latency, P95, Apdex, and top endpoints, so you can assess blast radius without leaving the problem view.
- Acknowledge & Resolve Workflow: Built-in Acknowledge and Resolve actions with comments support let on-call teams manage the full problem lifecycle directly from the dashboard, keeping incident communication in one place.
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