Raptor Maps is a MIT-born startup that builds software to manage the solar lifecycle.

AMP Robotics creates AI-based robotic systems that sort recyclable material at a fraction of the cost of the current technology.

Numina delivers real-time insights from streets to make cities more responsive. Our standalone sensing and data platform uses computer vision to measure how people and objects move in streets and public spaces. Numina is purpose-built to empower urban planners and municipal DoTs with better data to design more walkable, bikeable, and efficient places. Simultaneously, Numina provides this intelligence to the private sector as the data backbone for urban automation.