Aurora vs Traditional Incident Management Tools: An Honest Comparison

The incident management market is projected to reach $5.6 billion by 2028. But not all incident management tools solve the same problem. Traditional platforms like Rootly, FireHydrant, and incident.io focus on workflow automation — automating Slack channels, status pages, and runbook execution. A new category of agentic tools is emerging that automates the investigation itself. This guide provides an honest comparison to help you choose the right approach for your team. The Core Difference Workflow automation : An incident fires → tool creates a Slack channel → pages the on-call → runs a predefined runbook → generates a status page update Humans still investigate the root cause Agentic investigation (Aurora): An incident fires → AI agent autonomously queries your infrastructure → runs CLI commands in sandboxed pods → searches your knowledge base → delivers a root cause analysis The AI investigates. Humans review and remediate. "We evaluated Rootly and FireHydrant but chose Aurora becau