This short segment provides a quick look at the key technology SensiML provides for enabling rapid creation of intelligent endpoint sensor devices using SensiML AI platform. SensiML Analytics Toolkit enables both mainstream developers and seasoned data scientists to create powerful endpoint inference algorithms to transform raw sensor data into meaningful insights locally where they occur. The product of 4 years of development within Intel Corporation, SensiML provides a hardware agnostic solution that builds optimized ML and deep learning code specifically tuned for many platforms. Resulting code can be generated for ultra-low power microcontrollers to AI accelerated SoCs with FPGA and DSP specific acceleration.