Seldon specializes in machine learning operations (MLOps) solutions, focusing on the deployment and management of machine learning models for enterprise companies. The company offers a software framework that enables businesses to deploy, monitor, and manage machine learning models. Seldon's products cater to a variety of industries that require robust machine learning operations, including financial services, automotive, and insurance sectors. It was founded in 2014 and is based in Shoreditch, United Kingdom.

Striveworks is a company that specializes in machine learning operations (MLOps) within the technology sector. Its main offerings include a platform that allows for the rapid build, deployment, and maintenance of machine learning models, with a focus on data and model auditability, a low-code interface, and flexible deployment options. Striveworks primarily serves sectors such as physical security, national security, logistics, cybersecurity, healthcare, and finance. It was founded in 2018 and is based in Austin, Texas.

Modzy is a company that focuses on providing a production platform for machine learning, operating within the technology and artificial intelligence industry. The company offers services that allow for the deployment, connection, and operation of machine learning models in various environments, with a focus on enterprise and edge computing. These services are primarily targeted towards sectors such as manufacturing, telecom, energy and utilities, and the public sector. Modzy was formerly known as Yzdom, Inc.. It was founded in 2019 and is based in Vienna, Virginia.

Arize specializes in artificial intelligence observability and large language model (LLM) evaluation within the machine learning infrastructure domain. The company offers a platform for monitoring, troubleshooting, and evaluating machine learning models, including natural language processing (NLP), computer vision, and recommender systems, without requiring technical expertise. Its platform is primarily utilized by industries such as financial services, electronic commerce, media & entertainment, autonomous vehicles, manufacturing, and biotechnology & pharmaceutical research. The company was founded in 2020 and is based in Lafayette, California.

Datatron is an enterprise AI platform focused on streamlining machine learning operations and governance workflows. The company offers a flexible MLOps platform that enables businesses to deploy, manage, and monitor AI models efficiently, with a strong emphasis on enterprise scalability and security. Datatron's solutions cater to various stakeholders including business executives, data scientists, and engineering/DevOps teams, providing tools for AI model monitoring, governance, and operational management without the need for manual scripting or ad hoc processes. It was founded in 2016 and is based in San Francisco, California.

H2O.ai delivers an advanced artificial intelligence (AI) cloud platform. It helps to solve complex business problems and instigate the discovery of new ideas. The company makes machine learning (ML) accessible to corporations and allows business users to extract key information from data with deployments in financial services, government, health, insurance, manufacturing, and other industries. It was formerly known as 0xdata. The company was founded in 2011 and is based in Mountain View, California.