AI-Ready Microservice Architecture for Deploying and Evaluating AI Models

Explore an event-driven approach to deploying and evaluating AI models in production through this 15-minute conference talk by Red Hat experts Ali Ok and Pierangelo Di Pilato. Learn how to overcome common challenges in AI deployment by leveraging a well-established microservice architecture. Discover the power of combining Knative, KServe, and Kubeflow to create an effective event-driven feedback loop for model evaluation and deployment. Witness a live demonstration showcasing real-time image recognition using cameras and event-driven architecture, allowing attendees to participate in model evaluation. Gain insights into how event-driven architecture (EDA) naturally complements AI workloads and addresses scalability issues in production environments.

AI-Ready Microservice Architecture - Ali Ok & Pierangelo Di Pilato, Red Hat