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AI-Powered Platform Intelligence

Leverage Plural's unique real-time telemetry to automate diagnostics, receive precise fix recommendations, and keep your team informed with instant insights across all clusters.

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Why you care

Plural's AI-driven insights uniquely combines real-time code and infrastructure telemetry, enabling teams to automatically identify, diagnose, and resolve complex Kubernetes issues. By analyzing logs, events, and configurations in real-time, our AI provides clear, actionable recommendations and can automatically generate pull requests to implement fixes.

Instant Root Cause Detection

Eliminate manual debugging with AI that analyzes your entire environment to quickly identify root causes:

  • Real-time analysis of logs, events, and configuration data
  • Clear summaries explaining what went wrong and why
  • Supporting evidence showing exactly how issues were diagnosed
  • Step-by-step troubleshooting guidance
  • Proactive detection of potential issues before they impact production

Intelligent Fix Generation

Move from insight to action with AI-generated fixes that can be implemented with a single click:

  • Automated PR generation for configuration fixes
  • Precise identification of files needing updates
  • Build on top of robust and secure GitOps practices

Interactive AI Assistant

Get expert guidance through our AI-powered chat interface:

  • Natural language interaction for exploring issues
  • Context-aware responses based on your environment
  • Ability to explain complex Kubernetes concepts
  • Deep integration with your cluster data
  • Instant answers to troubleshooting questions

Cost Analysis & Intelligent Right-Sizing

Maximize efficiency and cut unnecessary spend with AI-powered recommendations that optimize resource usage across your clusters.

  • Continuously monitor resource utilization across workloads, nodes, and environments
  • Identify over-provisioned deployments and underutilized resources
  • Receive recommendations to right-size memory and CPU requests
  • AI-generated pull requests to apply cost-saving changes

Enterprise-Grade Security

Built with security and compliance in mind:

  • Support for major AI providers including OpenAI, Anthropic, Amazon Bedrock, and Google Vertex AI in a bring your own LLM model
  • Full integration with existing RBAC and permissions
  • Complete audit trail of all AI interactions
  • Data remains within your environment
  • Agent-based architecture with egress-only communication

The AI-powered Kubernetes Platform

Transform how your team manages Kubernetes with AI that understands your environment and provides precise, actionable solutions.

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