OnDeck AI

OnDeck AI provides a foundational infrastructure that empowers enterprises to leverage Vision Language Models (VLMs) effectively and at scale. The platform enables organizations to rapidly identify objects, behaviors, and events within video footage, eliminating the need for extensive model training or the collection of training data. Traditional vision model development is a lengthy process, often requiring months dedicated to data acquisition, model training, and deployment. Furthermore, obtaining sufficient data for specialized tasks can be challenging, and even the most advanced computer vision models often struggle to maintain accuracy across varying camera configurations, workflows, and environmental conditions. OnDeck AI addresses these challenges by harnessing the power of VLMs to create a versatile vision engine capable of generalizing across diverse tasks without requiring any training data. Their innovative methods with VLMs have demonstrated superior performance compared to traditional computer vision techniques, even in niche applications, as highlighted in their NeurIPS workshop paper. OnDeck AI currently serves customers in sectors such as national defense, robotics research, security camera systems, behavior analysis for port monitoring, and off-shore oil & gas monitoring.