Intelligent incident investigation

Investigate and resolve IT incidents up to 80% faster with agentic AI

Screenshot of the IBM Instana dashboard showcasing the topology view for incident analysis.
Now generally available: Instana Intelligent Incident Investigation
Learn more how Instana uses agentic AI to help SRE, DevOps, and platform teams at any skill level resolve complex incidents faster.
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Accelerate response and recovery

The first step in resolving an IT issue is understanding its full scope and likely root cause, a process that takes time and expertise, increasing mean time to repair (MTTR). IBM® Instana® Observability delivers intelligent incident investigation powered by agentic AI to accelerate and improve root cause analysis.

With a single click, Instana launches an autonomous, AI-driven investigation that examines all relevant services, dependencies, infrastructure layers and events in real-time. The AI agent evaluates hypotheses, traces symptom propagation, correlates contributing changes and automatically gathers evidence. Teams get a complete, validated view of what happened, why, where and how it affected users, all within minutes, without switching dashboards or stitching data manually.

Instana Intelligent Incident Investigation overview

Key features

Investigate fully with a single click

  • Launch an agentic AI investigation into an incident and Instana will immediately build a hypothesis to identify details of the incident—where it occurred and its impact, delivering complete knowledge of the incident in seconds.
  • Instana displays the reasoning and actions of the AI agent in real-time, allowing you to supervise its train of thought and validate the findings.
IBM Instana Intelligent Incident Investigation UI dashboard screenshot

Remediate quicker

 

  • After verifying Instana’s hypothesis of the cause of the incident, it’s time to remediate. Instana uses agentic AI to create a step-by-step runbook of actions.

  • Maintain full control over what actions are implemented.
IBM Instana Intelligent Incident Investigation: Remediate with runbook of actions UI dashboard screenshot

Automate to further reduce MTTR

 

  • With a couple of clicks, Instana creates a Bash script or Ansible playbook for each remediation step.

  • Export your script to GitHub or Gitlab for review, testing and deployment.
IBM Instana Intelligent Incident Investigation: Automate bash script creation UI dashboard screenshot

Let AI do the manual work

 

  • Instana automatically documents every step of the AI agent’s investigation: the hypotheses tested, evidence collected, components inspected, and the reasoning behind each conclusion.

  • This produces a clear, auditable narrative for postmortems, compliance needs, handoffs and cross-team communication, without manually assembling notes or screenshots. With one click, Instana can also generate a consolidated summary.

 

IBM Instana Intelligent Incident Investigation: Document by summarizing incident UI dashboard screenshot

Use the chat agent to explore the incident

  • A prompt library within the chat assistant provides sample questions or prompts you can ask the agent.
     

  • Application, infrastructure, and event data can be presented in table and graph form.

Instana agent mode exploration UI dashboard screenshot

See how it works with an interactive demo

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Benefits

Understand incidents faster

Launch a full agentic AI investigation into an incident with a single click to identify details of the incident, where it occurred and its impact.

Remediate quicker

Employ gen AI to create a step-by-step runbook of actions to remediate the incident and create a Bash script for each step, saving development time.

Reduce manual work

Generate an instant summary of the incident, including probable root cause, business impact and actions performed to share with stakeholders.

Get answers instantly

Use the AI chat assistant to ask for further analysis, dive into the data without leaving the incident page or generate charts and graphics to better understand the issue.

Take the next step

Unlock cloud-native application performance with AI-driven automated observability.

  1. Try Instana Sandbox
  2. Book a live demo