BentoML

BentoML is an AI inference platform and open-source framework for serving custom models, open-source models, and machine learning pipelines in production. It helps developers package model logic, deploy inference services, autoscale workloads, and monitor deployments without hand-building the entire serving stack. The platform is useful for AI startups and SaaS builders that need to turn models into reliable APIs. Teams can deploy custom inference pipelines, use dedicated deployments, scale to zero when idle, and pay only for active compute on the managed platform. BentoML also offers enterprise deployment options for teams that need full control in a VPC, on-premises, or hybrid cloud environment. This makes it useful for startups moving from experiments to production as well as larger companies with stricter requirements. For FutureStack, BentoML is a strong Developer Tools listing because production inference is a core AI infrastructure need. It is best for developers and founders building custom AI products, inference APIs, and ML-powered SaaS workflows.