Mozilla

Probabl is a mission driven company, provider of open-source data science and machine learning solutions and services above and beyond scikit-learn and its 1.5 billion downloads.

Flower Labs is an open-source framework dedicated to advancing artificial intelligence through federated learning. By enabling companies to train AI models on distributed, sensitive data, Flower Labs addresses a critical challenge in the AI landscape where most models rely on centralized public data. The platform is designed to be interoperable across various operating systems and hardware, allowing for seamless integration in heterogeneous edge device environments. It supports a wide range of machine learning frameworks and programming languages, making federated approaches accessible to a diverse set of users. Notable companies such as Banking Circle, Nokia, Porsche, and Brave utilize Flower to enhance their AI capabilities while maintaining data privacy and security. This innovative approach aims to leverage significantly more data, unlocking potential advancements in AI development.

Supabase develops an open-source Firebase alternative that adds real-time and RESTful APIs to PostgreSQL databases without requiring any code. It offers a Postgres database, authentication tools, instant APIs, edge functions, real-time subscriptions, storage, and vector database embeddings.

Wick Editor is a hybrid animation tool and coding environment and an open source tool for creating games and animations. Their animation and games include dj spookyman, a well dressed ghost, a haunted house, a clicker game, popups, playing clips, playing the timeline, drag and drop, multiple rooms, and follow mouses.

Mozilla is a technology organization dedicated to advancing an open, user-centric internet. It develops and promotes open web technologies, most notably the Firefox browser, and supports tools that enhance privacy and user control across web platforms. Operating primarily as a nonprofit foundation, Mozilla coordinates a global community of volunteers, partners, and advocates to promote openness, innovation, and participation on the internet. Its programs aim to shape internet policy, connect leaders, and mobilize citizens around open technologies, with a focus on accessible, secure, and interoperable online experiences.

Ushahidi is a non-profit technology company based in Nairobi, Kenya, founded in 2008. It specializes in developing free and open-source software designed for information collection, visualization, and interactive mapping. The company's flagship platform allows users to crowdsource information through various channels, including SMS, email, Twitter, and the Web. Ushahidi also offers SwiftRiver, a tool for filtering and verifying real-time data from diverse sources, and Crowdmap, a simplified version of its platform that enables users to deploy their own mapping applications without extensive technical setup. By democratizing access to information and enhancing transparency, Ushahidi empowers individuals to share their stories and facilitates effective crisis response through citizen-generated data.

Jozu is a software company that develops AI governance platforms, specifically an open-source tool called KitOps. It helps enterprises efficiently and securely move machine learning projects from development to production, ensuring compliance and security. Jozu's solutions aim to empower various teams, including engineers and marketers, to collaborate and drive technological advancements. The company adheres to Web Content Accessibility Guidelines 2.1, making its products accessible to a wide range of users.