Tag: AI for IT operations
From Automation to Autonomy: What AIOps Actually Looks Like Today
Ankush Dhar | | AI for IT operations, AI incident management, AI observability, AI runbook automation, AIOps, autonomous operations, DevOps automation limits, incident triage AI, MTTR reduction, operational automation AI, support ticket deflectionFor years, engineering leaders have been promised that automation would shrink operational work. CI/CD pipelines, runbooks, chatbots and DevOps tooling were supposed to mean reduced tickets, fewer incidents and fewer 3 a.m ...
AIOps for SRE — Using AI to Reduce On-Call Fatigue and Improve Reliability
Ankur Mahida | | AI for IT operations, AI-driven operations, AIOps, alert fatigue, anomaly detection, automated remediation, cloud operations, devops, event correlation, incident management, IT observability, machine learning in IT, noise reduction, predictive maintenance, reliability engineering, root cause analysis, self-healing systems, site reliability engineering, SRE, SRE automationSite reliability engineering (SRE) has become an emergent niche practice invented at Google to become a foundation of contemporary enterprise performance worldwide. With the continued growth of microservices, a multi-cloud infrastructure and continuous deployment pipelines adopted by ...
Grafana Labs Extends AI Capabilities of Observability Platform
Mike Vizard | | Adaptive Profiles, Adaptive Traces, AI for IT operations, AI in DevOps, AI incident management, AI observability, AI-driven observability, AIOps, Bring Your Own Cloud, BYOC, democratizing observability, DoD IL5, Grafana Cloud Knowledge Graph, Grafana ObservabilityCON 2025, incident remediation AI, IT root cause analysis, OpenTelemetry, RCA Workbench, root cause analysis, telemetry data analysisGrafana Labs this week made generally available an artificial intelligence (AI) agent, dubbed Grafana Assistant, for its namesake dashboard in addition to previewing Grafana Assistant Investigations, an AI incident management tool that ...
