AI-Powered Troubleshooter

The single agent advantage for troubleshooting with AI

A platform-agnostic AI agent for end-to-end diagnostics to recovery, delivering real-time operational visibility and accelerating L1/L2 issue resolution at scale.  

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Wavenet’s AI-Powered Troubleshooter is a single-agent solution purpose-built for modern operations teams. It integrates seamlessly into your observability and automation stack, enabling real-time root cause analysis (RCA), guided or autonomous remediation, and continuous post-incident learning.

AI TROUBLESHOOTING AGENT

Why it matters to Ops teams

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Pager fatigue & SLA penalties?  
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Too many tools, too little clarity?  
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Manual runbook fire-fighting?  
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AI TROUBLESHOOTING AGENT FEATURES

From alert to resolution - fix faster, smarter, and safer.  

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Hybrid chat & shell workspace

Talk to the system in natural language. Get shell-ready suggestions. Run commands, safely and instantly, in the same interface.

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Context-aware RCA

Our Retrieval-Augmented Generation (RAG) engine fuses live telemetry, log data, and unstructured sources like runbooks, Confluence, and previous incidents to explain the why behind every issue.

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L1 auto-resolution with guardrails

Auto-resolve repetitive issues using pre-built playbooks. Gate high-risk remediations with policy-based approvals and full audit logging.

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Actionable interoperability

Integrates with your preferred observability, ticketing, and automation tools, Datadog, Prometheus, ServiceNow, Ansible, Terraform, BSS/OSS APIs, and more. No rip-and-replace required.

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Rapid time to value

Connect servers, import runbooks, and get resolution suggestions from day one, without lengthy model training or data engineering.

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Better every time

Post-incident reports are auto-written, metrics are tracked, and the AI learns with every resolution, reducing MTTR week after week.

What you’ll achieve with an AI-powered troubleshooting agent

Our hybrid Chat + Shell workspace resolves, fast, no context switching, no tool hopping, no war-room chaos.

  • Lower Mean Time to Resolution (MTTR)
  • Reduced alert noise and ticket volume
  • Improved engineer satisfaction (higher NPS)
  • Better SLA compliance and increased uptime
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Built for complex Ops environments

Whether you're running a SaaS platform, managing telco-grade infrastructure, or supporting hybrid cloud applications, Troubleshooter is optimized for:

  • Multi-server, multi-product environments
  • High-throughput alert ecosystems
  • 24/7 availability – no wait times, no long threads
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Get your free trial; from alert to fix, let AI solve your Ops challenges

Fix your first incident in minutes, not hours with our AI-powered troubleshooting agent.  

Request a demo
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