Startups

Standardized Distributed Generative and Predictive AI Inference Platform for Scalable, Multi-Framework Deployment on Kubernetes

Seldon specializes in machine learning operations (MLOps) solutions and focuses 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.

Tecton provides an artificial intelligence (AI) data platform for the machine learning and artificial intelligence sectors. The company's offerings include a feature store for managing machine learning features, real-time serving of AI context, and tools for feature engineering, training data generation, and generative AI applications. It's platform is intended to prepare and serve data for AI models. It was founded in 2019 and is based in San Francisco, California. In August 2025, Tecton was acquired by Databricks.

Amazon (NASDAQ: AMZN) is a technology and e-commerce company that operates across various sectors, including online retail and cloud computing. The company provides products and services, including an online marketplace for consumers and businesses, cloud computing solutions, and AI technologies. Amazon serves individual consumers, businesses, content creators, and developers. Amazon was formerly known as Cadabra. It was founded in 1994 and is based in Seattle, Washington.

Google Cloud is a cloud computing service provider that offers various solutions including AI and machine learning, data analytics, and managed databases. The company provides a platform for businesses to leverage AI and machine learning, manage data with analytics, and modernize infrastructure. Google Cloud's services cater to different industries, offering tools for API management and serverless computing. It was founded in 2008 and is based in Mountain View, California.

Microsoft Azure is a cloud computing platform that provides various services for building, testing, deploying, and managing applications and services through Microsoft-managed data centers. It includes solutions like virtual machine hosting, data storage, software development tools, and services for big data analytics, artificial intelligence, and Internet of Things integration. Microsoft Azure serves sectors that need computing resources and application development tools. It was founded in 2010 and is based in Redmond, Washington.

Weights & Biases operates as an artificial intelligence (AI) developer platform that provides tools for machine learning and artificial intelligence. The company offers products for building, fine-tuning, and deploying machine learning models, as well as tools for software developers to track and evaluate large language model applications. It serves the AI and machine learning sectors within the technology industry. It was founded in 2017 and is based in San Francisco, California. In March 2025, Weights & Biases was acquired by CoreWeave at a valuation of $1.7B.

Valohai is a company that provides a platform for continuous integration and delivery (CI/CD) for machine learning across various environments. The platform includes tools for pipeline automation, versioning, and collaboration. It was founded in 2016 and is based in Turku, Finland.

Hopsworks provides a data-intensive artificial intelligence (AI) platform with a focus on providing a Python-centric enterprise feature store. The company offers a machine learning (ML) platform that enables the building, maintaining, and monitoring of ML systems for batch use cases. Hopsworks serves various sectors, including those requiring fraud detection systems and generative AI solutions. Hopsworks was formerly known as Logical Clocks. It was founded in 2016 and is based in Stockholm, Sweden.

ZenML is an open-source MLOps framework for the creation of machine learning operations pipelines across cloud and tool environments. The framework supports automation of ML workflows, including experiment tracking, model versioning, and resource management, while ensuring compliance with security standards. ZenML enables the fine-tuning of large language models and incorporates features for scalable ML solutions, all within an environment that prioritizes backend flexibility and metadata management. It was founded in 2017 and is based in Munich, Germany.

FeatureByte provides a platform for predictive AI and data science within the technology sector. The company has a self-service platform that automates aspects of the data science lifecycle, allowing for the development and deployment of AI models. FeatureByte's solutions integrate with existing tech stacks, facilitating the process for developers and data professionals to build and deploy models. It was founded in 2022 and is based in Shrewsbury, Massachusetts.

Google Cloud is a cloud computing service provider that offers various solutions including AI and machine learning, data analytics, and managed databases. The company provides a platform for businesses to leverage AI and machine learning, manage data with analytics, and modernize infrastructure. Google Cloud's services cater to different industries, offering tools for API management and serverless computing. It was founded in 2008 and is based in Mountain View, California.