BentoML

BentoML is an enterprise-grade unified inference platform that simplifies the deployment, management, and scaling of AI models, including large language models and embeddings. Founded in 2018 and headquartered in San Francisco, California, BentoML operates under Modular after its acquisition. The platform is designed to empower organizations by abstracting complex infrastructure, allowing teams to build AI systems significantly faster while ensuring security, compliance, and data privacy across various cloud environments.

BentoML offers a range of services, including an open-source Python library for building optimized online serving systems, a serverless managed cloud platform for AI applications, and tools for self-hosted large language model serving. The platform supports over 10,000 organizations, including more than 50 Fortune 500 companies, and has a vibrant open-source community. With features like elastic autoscaling, mission-critical reliability, and fine-grained performance tuning, BentoML is tailored for enterprise AI/ML teams and software engineers working in multi-cloud environments.