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AI Copilot

The AI Copilot is your expert companion for application diagnostics, providing intelligent guidance throughout your troubleshooting journey. Unlike generic AI tools, the Copilot is purpose-built for APM with deep integration into your live system data.

Key Capabilities

Intelligent Explanations

The Copilot interprets complex system behavior in actionable terms. Instead of decoding raw logs and metrics yourself, receive clear explanations of what's happening in your application.

Root Cause Suggestions

Using live data from your environment, the Copilot highlights probable causes of issues - eliminating guesswork and accelerating resolution.

Get specific, tailored resolution steps based on your situation. The Copilot suggests next steps that are relevant to your technical stack and current context.

Context-Aware Guidance

Recommendations adapt based on your role and the specific technologies in your environment, ensuring relevant and actionable advice.

Performance

Metric AI Copilot Generic AI Tools
Accuracy 95% 60%
Resolution Speed 10x faster Baseline
Training Required Minimal Extensive

Benefits by Role

For DevOps Teams

  • Democratize system knowledge - Junior developers gain senior-level understanding through guided assistance
  • Faster deployments - Validate application stability with AI-assisted analysis
  • Reduced rollbacks - 80% reduction in rollback incidents

For SRE Teams

  • Proactive failure detection - Prevent up to 80% of potential outages
  • Faster incident resolution - AI-guided root cause analysis
  • Reduced cognitive load - Single source of intelligent guidance

For Support Teams

  • Minimal training required - Instinctive troubleshooting from day one
  • Higher first-call resolution - 75% improvement in first-call resolution
  • Faster productivity - 70% faster ramp-up for new hires

How It Works

  1. Observe - The Copilot monitors your session and understands the context of what you're investigating
  2. Analyze - It correlates data from logs, metrics, traces, and events in real-time
  3. Guide - Provides explanations, suggestions, and recommended actions through natural conversation
  4. Learn - Continuously improves based on your environment and patterns

Interaction Modes

Chat Interface

Ask questions in natural language and receive detailed responses with visual guidance highlighting relevant areas in your 3D environment.

Voice Interaction

Hands-free troubleshooting through voice commands - ideal for VR headset users or when navigating complex visualizations.

Getting Started

The AI Copilot is available in IAPM v1.10.0 and later. Simply launch the application and access the Copilot through the chat interface or voice activation.