Top root cause analysis AI tools

Spectate is a comprehensive monitoring platform that provides instant alerts and AI-powered root cause analysis for websites, APIs, and servers, along with automated status page updates.

• Freemium
• From 12$

unSkript is an Agentic-AI platform that helps MSPs automate root cause analysis (RCA) and issue remediation, improving SLA levels and support cost efficiency. It proactively performs health checks, diagnoses, and fixes customer issues.

• Contact for Pricing

Censius is an AI observability platform that provides automated monitoring, proactive troubleshooting, and model explainability tools to help organizations build and maintain reliable machine learning models throughout their lifecycle.

• Free Trial

Waypoint AI automates bug resolution, boosting support and engineering productivity by managing escalations with AI. It streamlines the process from intake to resolution, integrating with existing tools.

• Freemium

Cleric is an autonomous AI site reliability engineer that root causes alerts from production applications without requiring runbooks. It frees on-call engineers from time-consuming investigations.

• Contact for Pricing

Wild Moose is an AI-powered SRE copilot that provides fast, efficient root cause analysis, improving with every incident to end downtime before it starts.

• Paid
• From 800$

Arize is a comprehensive platform designed to accelerate the development and improve the production of AI applications and agents.

• Freemium
• From 50$

Asserts.ai is an observability platform that enhances Prometheus and OpenTelemetry, providing automated issue detection and correlation to reduce operational costs and improve visibility.

• Contact for Pricing

Doctor Droid is an AI teammate that mimics engineer investigations, providing analysis on Slack. It reduces on-call time and accelerates troubleshooting for faster issue resolution.

• Paid
• From 99$

Loops is an AI-powered product analytics platform providing deep causal insights to help businesses understand KPI changes and optimize conversion, retention, and monetization.

• Contact for Pricing

Agentic is an AI assistant for development teams, streamlining code reviews, root cause analysis, and sprint retrospectives by integrating with tools like GitHub, GitLab, Jira, and Confluence.

• Free Trial
• From 49$

ScrumDesk is a comprehensive Scrum and Kanban project management platform featuring AI Copilot, designed for agile teams with capabilities for OKR management, user stories mapping, retrospectives, and root cause analysis.

• Freemium
• From 9$

Onepane is a GenAI solution for IT Managers, DevOps, and SREs, offering unified insights and control over cloud resources to accelerate incident resolution and optimize operations.

• Freemium
• From 500$

Calmo is an AI tool designed to accelerate production debugging by providing instant root cause analysis integrated with your existing observability stack.

• Freemium
• From 270$

Small Hours offers automated root cause analysis to minimize downtime and maximize efficiency. It provides 24/7 monitoring and integrates seamlessly with existing configurations.

• Freemium
• From 199$