Today, new AI algorithm automation tools like SensiML’s Toolkit Suite allow developers with domain knowledge within their field of expertise, but little or no knowledge in the field of data science, to rapidly generate ML algorithms designed specifically for the microcontroller environment where they will run. SensiML’s Toolkit Suite solves two critical problems that make IoT AI and ML a feasible reality for organizations lacking the financial wherewithal to staff up a dedicated data science team focused on product development particularly where such activities are not core to their underlying businesses.

SensiML’s AutoML process uses cloud computing power as an augment or substitute for this human expertise in AI. Our search optimization algorithms can traverse thousands to millions of model permutations delivering results in minutes to hours of machine time for subsequent testing and deployment.