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AIOps: AI for IT Operations

A hub of directories on applying AI to IT operations — AIOps tools and platforms, log analytics, ITSM, AI SRE agents and agentic operations.

17 topics•3 categories•Updated November 2026

AIOps Tools & Platforms

5 entries

Vendor directories for AI-driven IT operations.

01AIOps ToolsBigPanda, Dynatrace, ServiceNow and other AIOps vendors. 02AIOps PlatformsDatadog, Dynatrace, PagerDuty, Splunk and open-source AIOps tools. 03AI-Powered Log Analytics ToolsAI and anomaly detection for logs. 04AI for ITSM ToolsAI assistants for IT service management. 05IT Operations Management SoftwareITOM platforms.

AI SRE & Agentic Operations

5 entries

AI agents that investigate incidents, and the practice of operating agents.

06Top AI SRE ToolsAI SRE agents and platforms. 07Open-Source AI Agents for SRE and DevOpsOpen-source agents that investigate and fix operations issues. 08Agentic OpsOperating autonomous AI agents in production. 09From MLOps to AgenticOpsHow MLOps, LLMOps and AgenticOps stack. 10LLMOpsOperating LLM applications.

Observability & Incident Response

4 entries

The telemetry and response tooling AIOps depends on.

11Observability ToolsMetrics, logs and traces. 12Log Management and Analysis ToolsLog management products. 13Incident Management ToolsIncident response and on-call alerting. 14AI Agent ObservabilityTracing and evaluating agents.

Related Pages

3 entries

15Reliability EngineeringSRE, chaos engineering and resilient platforms. 16IT OperationsIT operations resources. 17DevOps for IT AgilityDevOps hub.

Frequently Asked Questions

What is AIOps?

AIOps applies machine learning and automation to IT operations data to detect anomalies, correlate events, find root causes and speed up incident response.

How is AIOps different from observability?

Observability collects metrics, logs and traces. AIOps analyses that telemetry with AI to reduce alert noise and suggest or take action.

What is an AI SRE?

An AI SRE is an agent that investigates alerts, correlates changes and telemetry, and proposes or applies fixes, with humans approving risky steps.

What is AgenticOps?

AgenticOps is the practice of deploying, monitoring, governing and improving autonomous AI agents in production.

Where should I start?

Start with clean telemetry and incident data, add event correlation to cut noise, then trial an AI SRE assistant on low-risk, read-only tasks.

What does this page link to?

Directories of AIOps tools and platforms, AI log analytics, AI for ITSM, AI SRE agents, agentic operations, observability and incident management. It has no outbound links beyond this site.