Voxel51
Voxel51 operates within the artificial intelligence (AI) software industry. The company provides a platform for the curation and evaluation of datasets and AI models to improve the performance of machine learning systems. Voxel51 serves sectors that utilize AI and computer vision technologies, including agriculture, healthcare, robotics, aviation, manufacturing, security, defense, retail, sports, and driving. It was founded in 2018 and is based in Ann Arbor, Michigan.
Labelbox
Labelbox provides services and software for artificial intelligence (AI) data management and model evaluation within the artificial intelligence and machine learning sectors. The company offers managed labeling services, a platform for building data factories, and a network for hiring experienced AI trainers. Labelbox serves AI teams and organizations seeking to improve their model training and evaluation. It was founded in 2018 and is based in San Francisco, California.
ClearML
ClearML specializes in accelerating the adoption and development lifecycle of generative artificial intelligence (AI), machine learning operations (MLOps), and Large Language Model Operations (LLMOps) within the technology sector. The company offers a comprehensive suite of tools for building, training, and deploying AI and LLM models efficiently, with a focus on optimizing AI infrastructure and streamlining development processes. ClearML's solutions cater to a diverse range of sectors, including enterprises, academia, public agencies, and startups, providing them with the necessary tools to enhance their AI capabilities. It was founded in 2016 and is based in Tel Aviv, Israel.
BentoML
BentoML is involved in AI system development and deployment, offering services such as model serving, cloud-based AI infrastructure, and tools for building scalable AI systems. The company serves sectors that require AI applications, including the ecommerce industry, real estate tech industry, and cloud computing industry. It was founded in 2019 and is based in San Francisco, California.
Databricks Mosaic AI
MosaicML provides a platform for training large-scale artificial intelligence (AI) models within secure environments. The company offers a platform that allows for the training of machine learning models, focusing on data privacy and model ownership, while being compatible with existing workflows and systems. MosaicML's solutions are designed for different sectors, including financial services and life sciences, with an emphasis on meeting regulatory standards. It was founded in 2020 and is based in San Francisco, California. In June 2023, MosaicML was acquired by Databricks at a valuation of $1.3B.
Flyte
Scalable and flexible workflow orchestration platform that seamlessly unifies data, ML and analytics stacks.
Domino
Domino provides an enterprise artificial intelligence platform for AI model development and deployment across various industries. The company's offerings include a platform for building, deploying, and managing AI models, with features that support collaboration and integration into enterprise workflows. Its platform is intended to support AI operations and knowledge sharing within organizations. The company was founded in 2013 and is based in San Francisco, California.
KubeFlow
Machine Learning Toolkit for Kubernetes
MLFlow
The open source developer platform to build AI/LLM applications and models with confidence. Enhance your AI applications with end-to-end tracking, observability, and evaluations, all in one integrated platform.
Feast
Feast is an open-source feature store that focuses on the machine learning industry. The company provides a platform for organizations to store and serve features consistently for offline training and online inference. Primarily, Feast caters to sectors involved in machine learning applications. It was founded in 2019 and is based in New York, New York.
Metaflow
Build, Manage and Deploy AI/ML Systems
Ray Serve
Description pending.