Pipeshift (also known as Infercloud, formerly known as Xylem AI) is a technology company that produces fine-tuning and inferencing services for open-source LLMs. It develops a modular orchestration platform that provides embeddings, vector databases, and vision and audio models. Additionally, the company offers consultation and strategy, training and deployments, machine learning operations (MLOps) support, and enterprise-grade security solutions.