An Intelligence Customer’s Small Business Innovation Research (SBIR) program provides an enterprise capability that lets analysts perform broad area object detection, searching over the customer’s massive holdings of historical and live satellite imagery. The program provides capabilities for analysts to tag and create training data, run inference on available models in an automated way as new imagery appears, and perform verification and validation on produced results to increase the accuracy of future iterations of the models.

RGi provides development and engineering support for the program, which is written as a series of microservices, primarily based on Java Spring Boot, using 12-factor principles, and deployed in an AWS environment. User interfaces are written in TypeScript using ReactJS and Deck.gl, among other modern JS libraries.