Case Study: Factory builds a scalable AI development platform with MongoDB Atlas and Voyage AI

Factory scales to billions of tokens daily with MongoDB

Factory, an enterprise software development platform, faced the challenge of handling highly unstructured data for its AI agent-native development. They needed a flexible database capable of robust storage, efficient vector search, and the ability to support rapid application evolution and exponential data growth. This led them to the vendor MongoDB and its product MongoDB Atlas.

MongoDB implemented its Atlas platform, which provided both document and vector database capabilities in a single solution, eliminating the need for multiple disconnected systems. This was bolstered by the integration of Voyage AI's high-performance embedding models. The results included seamless scalability to process billions of tokens daily, superior code retrieval performance that outperformed competitors, and a simplified software stack. This enhanced Factory's ability to deliver a more competitive, agile, and high-performance AI product.

Factory