Numerous LLC provides solutions and services that help companies transform their technologies into smart solutions with integrated AI and cloud connectivity. The company has developed a smart device software ecosystem, the Numerous Edge Platform Interface (NEPI), that supports rapid integration of Industry 4.0 functionality such as AI and cloud connectivity into customer product offerings. The ecosystem combines management software, IoT, and cloud-side portal solutions includes features such as: integrated AI life-cycle management, always-connected and intermittent communications, hosted and on-premise solutions, and edge-to-cloud software & hardware offerings. In addition, the company has developed products using imaging/mapping technologies, payload solutions using sensor and robotic and interface solutions, and smart IoT solutions.