Full-Stack & Enterprise AIOps Platforms
8 entriesFull-Stack & Enterprise AIOps Platforms vendors and products.
01BigPandaAgentic 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.
02Dynatrace AIOpsDynatrace 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. Dynatrace says it was named a Leader in Gartner's 2026 Magic Quadrant for Observability Platforms for the 16th consecutive time; this is a company claim.
03LogicMonitor AIOpsAgentic-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. LogicMonitor announced on 2 December 2025 that it had acquired Catchpoint, for a reported $250 million or more, and a July 2026 LogicMonitor post says Catchpoint alerts can now feed its Edwin AI engine.
04ServiceNow IT Operations ManagementFederates 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.
05Digitate ignio AIOpsSaaS 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.
06Broadcom AIOpsConverges full-stack monitoring across IT environments with intelligence and automation, boosting operational efficiency and digital service levels for large enterprise estates.
07IBM Cloud Pak for AIOpsAn AIOps platform and IT operations management solution that puts AI at the core of the ITOps toolchain, helping operators detect, diagnose and resolve incidents faster.
08ScienceLogicAn AI-driven observability and ITOps platform that combines infrastructure monitoring, discovery and automation across hybrid IT environments.
Observability & Log Analytics
7 entriesObservability & Log Analytics vendors and products.
09Datadog Machine Learning MonitoringBuilt-in anomaly detection, outlier detection, forecasting, and automatic metric correlation — Watchdog RCA pinpoints root cause across infrastructure and applications without manual alert setup.
10Sumo LogicAgentic 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.
11Logz.io Log ManagementPart 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%.
12IBM Instana ObservabilityReal-time application observability that traces requests, detects issues across the full application stack and speeds up problem resolution.
13Grafana CloudA fully managed, AI-powered observability platform built on open-source tools, covering metrics, logs, traces and profiles. Grafana Labs says it was named a Leader in Gartner's 2026 Magic Quadrant for Observability Platforms for the third consecutive year; this is a company claim.
14New RelicAn AI-powered observability platform that correlates telemetry across the entire stack to isolate root causes and reduce mean time to resolution.
15NetdataOpen-source infrastructure monitoring with per-second metrics, machine-learning anomaly detection and AI-assisted troubleshooting. Netdata v2.12.1 was released on 8 October 2026, according to GitHub.
Incident Automation & Remediation
12 entriesIncident Automation & Remediation vendors and products.
16PagerDuty AIOpsCuts 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. PagerDuty's 12 March 2026 Spring release announced an SRE Agent that investigates incidents and connects to other tools over the Model Context Protocol; the release describes some capabilities as upcoming or early access.
17Resolve AIOps AutomationTakes 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.
18Moogsoft AIOps Platform72-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.
19Interlink SoftwareMachine-learning-powered AIOps platform delivering full-stack service observability and ITOps automation for enterprises including British Airways, HSBC, and the Met Office.
20Neurealm (formerly GAVS Technologies)GAVel, 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.
21Datadog Bits AI SREDatadog's AI SRE agent, Bits Investigation, which investigates incidents and identifies root causes from telemetry. Datadog says it was named a Leader in Gartner's 2026 Magic Quadrant for Observability Platforms, announced on 15 July 2026; this is a company claim.
22RootlyAn AI-native incident management platform for engineering teams to detect, manage, resolve and learn from incidents faster.
23incident.ioA software reliability platform that unifies on-call, agentic root cause analysis, incident response and status pages.
24KomodorAn agentic operations platform for production, built for SRE, platform and DevOps teams running Kubernetes and cloud-native environments.
25Resolve.aiAn AI SRE platform that goes on call on your behalf and autonomously investigates and resolves incidents.
26ClericAI agents that follow each change after merge, verify its effect under production traffic, investigate failures and re-verify recovery.
27NeuBirdAn agentic reliability center that connects your telemetry and LLMs once and keeps a governed memory of every investigation.
Business & Service Observability
6 entriesBusiness & Service Observability vendors and products.
28VuNet SystemsvuSmartMaps™, 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.
29Vitria VIA AIOpsUses 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.
30SUSE Cloud ObservabilityFull-stack Kubernetes observability combining OpenTelemetry, millisecond time-travel debugging, and guided remediation — StackState's topology-based correlation engine now lives inside SUSE's platform.
31Virtana Service ObservabilityZenoss'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.
32HPE OpsRamp SoftwareNow 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.
33Splunk IT Service IntelligenceTurns alert noise into actionable intelligence, connecting technical performance to business impact so teams can monitor and optimize service health. Cisco completed its roughly $28 billion acquisition of Splunk on 18 March 2024.
Related Pages
10 entriesRelated directories on this site.
34AI-Powered Log Analytics ToolsRelated directory on this site.
35Log Management and Analysis ToolsRelated directory on this site.
36Incident Management ToolsRelated directory on this site.
37IT Operations Management SoftwareRelated directory on this site.
38AIOps PlatformsShort directory of AIOps platform vendors.
39Agentic OpsOperating AI agents in production.
40Top AI SRE ToolsAI SRE agents and tools.
41LLMOpsOperating LLM applications in production.
42AI Agent ObservabilityMELT framework for tracing and evaluating agents.
43From MLOps to AgenticOpsHow operations practices extend to agents.
Frequently Asked Questions
What is AIOps Tools and Platforms?
AIOps platforms apply machine learning to IT operations data to detect anomalies, correlate alerts, find root causes and automate remediation.
How do I choose AIOps Tools and Platforms?
Compare vendors on data sources covered, event correlation, root-cause analysis, automation and integration with ITSM.
Which vendors are listed for AIOps Tools and Platforms?
This directory lists 33 products and vendors, including BigPanda, Dynatrace AIOps, LogicMonitor AIOps, ServiceNow IT Operations Management, Digitate ignio AIOps.
What other directories relate to AIOps Tools and Platforms?
See AI-Powered Log Analytics Tools, Log Management and Analysis Tools, Incident Management Tools.
How current are the listings?
Links were rechecked in October 2026. Vendors rename, merge and retire products often, so confirm details on the vendor's site; renamed products note where their old address now leads.
What changed among AIOps vendors recently?
LogicMonitor announced on 2 December 2025 that it had acquired Catchpoint. PagerDuty's 12 March 2026 Spring release added an SRE Agent. Cisco completed its Splunk acquisition on 18 March 2024. Gartner published its 2026 Magic Quadrant for Observability Platforms on 13 July 2026, and Datadog, Dynatrace and Grafana Labs each say they were named Leaders, which are company claims. Checks found no sourced 2026 news for most of the other vendors listed.
Which links may need a manual click?
Links were rechecked in October 2026. Komodor returned 403, and the HPE OpsRamp and ServiceNow IT Operations Management pages did not respond to automated checks; they are kept and may need a manual click. Release dates for Netdata and other tools come from GitHub and PyPI.