CogniPoint 2 Flex runs its latest-generation AI models directly on the device, enabled by the low-power Ensemble® MCU family from Alif Semiconductor®. To be useful in a modern workplace, the system must support accurate counting, distinguish between areas of interest, operate continuously on a tight energy budget, and remain small enough and affordable enough for wide deployment.