Posts by Brayden Mahdavi
AMD Enterprise AI Suite: Open Infrastructure for Production AI
- 17 November 2025
In this blog, you’ll learn how to operationalize enterprise AI on AMD Instinct™ GPUs using an open, Kubernetes-native software stack. AMD Enterprise AI Suite provides a unified platform that integrates GPU infrastructure, workload orchestration, model inference, and lifecycle governance without dependence on proprietary systems. We begin by outlining the end-to-end architecture and then walk through how each component fits into production workflows: AMD Inference Microservice (AIM) for optimized and scalable model serving, AMD Solution Blueprints for assembling these capabilities into validated, end-to-end AI workflows, AMD Resource Manager for infrastructure administration and multi-team governance, and AMD AI Workbench for reproducible development and fine-tuning environments. Together, these building blocks show how to build, scale, and manage AI workloads across the enterprise using an open, modular, production-ready stack.