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SRE Copilot
An AI-powered SRE Copilot built on watsonx Orchestrate that analyzes IT infrastructure incidents in real time — performing root cause analysis, severity classification, and generating step-by-step remediation runbooks for on-call engineers.
Building Blocks used: ai.agents ai.govern
1 Review use case

SRE Copilot is a full-stack demo that showcases watsonx Orchestrate's AI agent capabilities in an IT Operations context. The application presents a Kanban-style incident board where engineers can view, triage, and analyze infrastructure incidents across four severity levels (Critical, High, Medium, Low).

Clicking "Analyze" on any incident invokes the watsonx Orchestrate SRE Copilot agent, which performs: • Root cause analysis referencing specific log entries and timestamps • Severity classification with business impact justification • A 5-8 step remediation runbook with exact CLI commands

Engineers can then ask follow-up questions in a conversational chat interface, with full incident context and prior analysis injected automatically.

The demo also includes an Admin Panel (password-gated) that demonstrates watsonx Orchestrate's Agent Controls feature — toggling PII Filter, Content Guardrails, and Secrets Detector on/off in real time, with changes immediately reflected on the live agent.

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2 Try the interactive application
Experience the interactive demo and explore its features. A demo script is provided to help when presenting the application to partners.
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3 Explore how it was built
SRE Copilot is built on three layers. The SRE Copilot App is a React-based web interface where on-call engineers view, triage, and interact with incidents. It pulls contextual data from external monitoring and collaboration tools — PagerDuty, Datadog, Splunk, GitHub, and Confluence — to enrich each incident with alerts, metrics, logs, and runbook references. When an engineer clicks Analyze, the app calls the watsonx Orchestrate Agent — a native AI agent running on IBM Cloud — which invokes the analyze_incident tool, reasons over the incident data and logs, and returns a structured response containing the root cause, a validated severity classification, and a step-by-step remediation runbook. The agent is protected by a three-layer controls pipeline (PII Filter, Content Guardrails, Secrets Detector) enforced at the platform level. Engineers can then ask follow-up questions in a conversational chat interface, with the agent maintaining full incident context across the entire session.
Architecture
4 Download and modify with IBM Bob
Download the source code and specifications for this application to set up and run it locally. Once downloaded, open the code in IBM Bob to modify and adapt it to your own use case.