Bringing Gen AI Into The Real World with Ramblr and MongoDB

Ramblr.ai, a San Francisco-based startup, is leveraging generative AI to integrate technology into the physical world, particularly through its innovative 3D annotation and recognition capabilities. The company's collaboration with BASF exemplifies its potential, as it enables quality assurance engineers to analyze footage from helmet-mounted cameras to identify any errors in pipeline assembly. Initially an annotation platform, Ramblr.ai automates video labeling, significantly reducing the need for manual tagging by low-paid workers. The company uses MongoDB Atlas for its storage processes, benefiting from the flexibility and built-in vector database capabilities. Looking forward, Ramblr.ai aims to extend its technology to smaller robotics companies lacking data for training models and anticipates exciting opportunities in the consumer sector with the growth of spatial computing, influenced by advancements such as Apple's Vision Pro and Meta Quest headsets.