All-Purpose Universal Platform for Real-Time AI/ML

This article is a comprehensive overview of InterSystems IRIS platform capabilities relative to universal support of AI/ML mechanism deployment, of AI/ML solution assembly (integration) and of AI/ML solution training (testing) based on intense data flows. We will turn to market research, to practical examples of AI/ML solutions and to the conceptual aspects of what we refer to in this article as real-time AI/ML platform. "… The parallel growth trends for streaming data pipelines and container-based infrastructure combine Streaming enables extraction of useful information from data more quickly than traditional batch processes. It also enables timely integration of advanced analytics, such as recommendations based on artificial intelligence and machine learning (AI/ML) models, all to achieve competitive differentiation through higher customer satisfaction. Time pressure also affects the DevOps teams building and deploying applications.