Kubernetes Consulting for the Agentic Era
Master the infrastructure of the future. As CNCF and AAIF charter members, RX-M provides the vendor-neutral expertise to architect, deploy, and scale Kubernetes platforms optimized for AIOps and Agentic AI workloads.
Beyond Orchestration: Driving Engineering Velocity
Kubernetes has evolved from a container orchestrator into the distributed operating system of the modern enterprise. In the age of Agentic AI, your cluster is no longer just hosting apps—it is powering autonomous agents and massive data pipelines.
RX-M’s Kubernetes forward deployed engineers partner with your team to move beyond ‘Day 1’ setup and into high-velocity ‘Day 2’ operations. We ensure your platform is resilient, secure, and specifically architected to support the Agentic SDLC, allowing you to eliminate technical friction and achieve measurable business outcomes.
Kubernetes & Agentic AI PoCs
Introducing AI into your ecosystem requires more than just models; it requires a platform capable of serving them. RX-M builds integrated prototypes that combine Kubernetes with AIOps frameworks and Agentic workflows.
These PoCs allow your team to explore RAG architectures and autonomous agents in a best-practice-based environment before committing to full-scale production.
AI-Ready Platform Design
Success starts before the first node is provisioned. Our advisory services help you navigate the complexities of scaling for AI, including GPU orchestration, high-performance networking, and data sovereignty.
We utilize our proprietary 128-point Cloud Native checklist to ensure your implementation covers security, governance, and the unique resource demands of Agentic Systems.
Solution Construction & AIOps Integration
Leverage our neutral perspective to build a platform that avoids vendor lock-in. We build robust solutions at the application and infrastructure layers, integrating technologies like Kubeflow, Vector Databases, and Prometheus-based OpenTelemetry.
Whether you are refactoring microservices or building a foundation for autonomous agents, we deliver the code and architecture that fills your digital maturity gaps.
The Agentic SDLC & CI/CD
Kubernetes is the heart of a modern, DevOps-driven solution. We specialize in creating fully integrated pipelines that support the Agentic SDLC—automating the lifecycle of both your applications and your AI agents.
From ArgoCD and GitOps to automated AI safety guardrails, we construct the pipelines that maximize your engineering velocity and competitive advantage.