Substrate AI Inference Platform Introduction

Substrate works by allowing developers to create graph relations between different AI models and components on its platform. When a workflow is executed, Substrate automatically optimizes the execution to maximize parallelism and minimize latency and data round-trips. It handles scheduling of nodes according to concurrency limits rather than rate limits. The platform continuously optimizes models for performance and can run entire graphs of many nodes on a single machine with microsecond communication between tasks. Substrate's infrastructure is deeply integrated with SDKs that make it easy to create complex multi-inference AI workflows in just a few lines of code.