Posts by Juho Vainio
Getting Started with AMD AI Workbench: Deploying and Managing AI Workloads
- 19 December 2025
In this blog, you will learn how to use AMD AI Workbench, an easy to use graphical user interface (GUI) with command-line interface (CLI) support for running and managing AI workloads. It’s part of the AMD Enterprise AI Suite, a full-stack solution for developing, deploying and running AI workloads on a Kubernetes platform designed to support AMD compute. AMD AI Workbench is designed to offer AI developers accelerated end-to-end AI development, from experimentation to production deployment.
AMD Inference Microservice (AIM): Production Ready Inference on AMD Instinct™ GPUs
- 17 November 2025
As generative AI models continue to expand in scale, context length, and operational complexity, enterprises face a harder challenge: how to deploy and operate inference reliably, efficiently, and at production scale. Running LLMs or multimodal models on real workloads requires more than high-performance GPUs. It requires reproducible deployments, predictable performance, seamless orchestration, and an operational framework that teams can trust.