Autumn8 AI | 130 followers on LinkedIn. Model hosting service and deployment optimizations for machine learning models | Autumn8 provides a Deployment and Inference Toolkit for Machine Learning and Foundational Models. It consists of a Model Hosting Service and an SLA Optimizer which were built using our Inference Deployment Platform. Our products accelerate the delivery of ML applications, significantly reduce inference costs, and accurately forecasts the resources required as well as the associated cost.