Comet focuses on machine learning and operates in the technology sector. The company offers a platform that integrates with existing infrastructure and tools to manage, visualize, and optimize machine learning models. It includes tracking code, hyperparameters, metrics, and more for training runs, as well as monitoring the performance of models in production. It was founded in 2017 and is based in New York, New York.

Striveworks 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.

LatticeFlow AI focuses on the compliance of artificial intelligence (AI) applications within the defense operations sector. The company provides a platform that ensures AI applications are functional and follow regulatory standards, emphasizing the validation, acceleration, automation, compliance, and monitoring of AI systems. LatticeFlow AI serves sectors that require AI trust, risk, and security management, such as defense and compliance-focused industries. It was founded in 2020 and is based in Zurich, Switzerland.

Fiddler focuses on artificial intelligence (AI) observability and responsible AI governance in the technology sector. The company provides services such as monitoring, explainable AI, and analytics to support the performance and integrity of machine learning models and large language models. Fiddler serves sectors that need AI governance and risk management, including government and financial services. It was founded in 2018 and is based in Palo Alto, California.

Microsoft AI Factory is located at the Station F startup campus, focusing on artificial intelligence and specifically designed to launch an AI ecosystem gathering startups, researchers, and corporations. It is based in Paris, France.

Mona Labs specializes in AI and machine learning monitoring within the technology sector. The company offers a platform that provides complete visibility into the performance of GPT-based applications, generative AI, machine learning models, and more, enabling the detection and management of issues and anomalies. Mona Labs primarily serves sectors that utilize AI technologies, such as the e-commerce industry, the real estate tech industry, and the cloud computing industry. It was founded in 2018 and is based in Atlanta, Georgia.