Factorial Capital

Mbue specializes in AI-driven quality control solutions for architecture, engineering, and construction firms. Based in Austin, Texas, the company helps these industries automate and enhance their quality control processes through user-friendly tools.

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.

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.

Mbue specializes in AI-driven quality control solutions for architecture, engineering, and construction firms. Based in Austin, Texas, the company helps these industries automate and enhance their quality control processes through user-friendly tools.