KlariqAI functions as an intelligent control platform designed to simplify the management and troubleshooting of Kubernetes clusters through natural language interaction, eliminating the need for traditional YAML scripting. Its key features include real-time cluster diagnostics, resource visualization, security assessments, cost analysis, YAML and manifest generation, and seamless integration with GitOps workflows, all powered by an AI-native local language model that investigates, interprets, and provides actionable insights instantly. This tool addresses complex operational challenges such as diagnosing failures, optimizing security posture, monitoring costs, and streamlining deployment processes, making it ideal for DevOps teams, site reliability engineers, and cloud administrators seeking efficient, conversational cluster management and observability.