BigPanda
Agentic ITOps platform that automates IT detection, triage, and resolution — its L1 Agent handles repetitive incident work while an IT Knowledge Graph turns tribal knowledge into AI-usable context.
Visit siteA curated 2026 directory of 23 AIOps platforms for correlating alerts, cutting through monitoring noise, automating root-cause analysis, and closing the loop from detection to resolution across hybrid and multi-cloud IT estates.
Correlate and de-duplicate alert storms
AI-driven anomaly & RCA detection
Closed-loop remediation workflows
Topology and business-impact context
Broad, enterprise-scale AIOps suites that unify event correlation, anomaly detection, and automation across large, complex IT estates.
Agentic ITOps platform that automates IT detection, triage, and resolution — its L1 Agent handles repetitive incident work while an IT Knowledge Graph turns tribal knowledge into AI-usable context.
Visit siteDynatrace Intelligence continuously evaluates billions of dependencies to deliver precise, automated root-cause analysis and proactive prevention — named a Leader in the 2026 Gartner Magic Quadrant for Observability.
Visit siteAgentic-AI-powered AIOps, driven by LM Intelligence, that helps teams see problems coming before they happen — Edwin AI delivered a 313% ROI in a Forrester Total Economic Impact study.
Visit siteFederates signals across systems and services for dynamic service mapping, event intelligence, and agentic AI remediation, natively integrated with ServiceNow ITSM for end-to-end resilient operations.
Visit siteSaaS AIOps platform delivering unified observability, predictive AI insights, and closed-loop automation across infrastructure, cloud, network, and ERP operations — named a Leader in the 2026 IDC MarketScape.
Visit siteConverges full-stack monitoring across IT environments with intelligence and automation, boosting operational efficiency and digital service levels for large enterprise estates.
Visit siteData platforms that ingest metrics, logs, and traces at scale, applying machine learning to surface anomalies, forecast bottlenecks, and cut investigation time.
Built-in anomaly detection, outlier detection, forecasting, and automatic metric correlation — Watchdog RCA pinpoints root cause across infrastructure and applications without manual alert setup.
Visit siteAgentic AI-powered SIEM and log analytics platform — Dojo AI's specialized agents triage and resolve issues faster, cutting MTTR and MTTD by up to 80% for security and cloud operations teams.
Visit siteFlexible, cost-effective data platform service for searching, analyzing, and acting on operational data — includes Splunk AI Assistant and machine learning embedded across IT Service Intelligence.
Visit siteElasticsearch, Kibana, Beats, and Logstash (the ELK Stack) reliably take data from any source and format, then search, analyze, and visualize it in real time — extendable with Elastic's dedicated AIOps solution.
Visit sitePart of the Open360 AI experience — an AI Agent automatically correlates logs, metrics, and traces to surface root cause in real time, with a Data Optimization Hub that cuts ingestion costs 30-50%.
Visit siteReal-time security data platform with attack-tracing AI and automated case management (ThreatLink) that correlates and enriches alerts into high-fidelity cases, reducing thousands of alerts to tens per day.
Visit siteTools focused on closing the loop from alert to resolution — automated triage, runbook execution, and verified remediation without manual handoffs.
Cuts alert noise by up to 91% with built-in machine learning, event-driven automation, and intelligent correlation and triage — deploys in days with no maintenance required.
Visit siteTakes correlated alerts from Datadog, Dynatrace, Splunk, BigPanda, or Moogsoft and triggers governed automation that diagnoses, remediates, and verifies incidents — closing the gap between detection and resolution.
Visit site72-patent AIOps pioneer (now part of Dell/HCL) using machine learning and advanced correlation to reduce alert noise, detect incidents early, and automate incident response workflows.
Visit siteAnalytics-driven performance management that proactively identifies and resolves availability and performance problems, using self-learning solution recognition to auto-apply past fixes to new incidents.
Visit siteMachine-learning-powered AIOps platform delivering full-stack service observability and ITOps automation for enterprises including British Airways, HSBC, and the Met Office.
Visit siteGAVel, GAVS's AIOps engine, delivers faster root-cause analysis through a unified dashboard, with reported noise reduction of up to 50% for enterprise IT operations teams.
Visit sitePlatforms that connect technical telemetry to business and service impact — topology-aware observability that shows what broke and who it affects.
vuSmartMaps™, an AI-first business observability platform, connects IT operations to business journeys at scale — delivering visibility across 28B+ monthly transactions for banks and financial institutions.
Visit siteUses deterministic reasoning and a "self-evolving knowledge plane" to move from what happened to why, automating root-cause analysis and closed-loop resolution at internet scale for telecom and network operators.
Visit siteFull-stack Kubernetes observability combining OpenTelemetry, millisecond time-travel debugging, and guided remediation — StackState's topology-based correlation engine now lives inside SUSE's platform.
Visit siteZenoss's service-centric observability — service modeling, dependency mapping, and impact analysis — now runs inside the Virtana Platform with added AI-driven root-cause intelligence and predictive analytics.
Visit siteNow under HPE, OpsRamp unifies hybrid cloud observability with AI-powered event intelligence and intelligent automation — cutting alert noise up to 90% and MTTD/MTTR by 50% across multi-vendor environments.
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