New AI algorithm automation tools like SensiML Analytics Toolkit 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 solves this major challenge allowing teams lacking dedicated data science skills to focus on product development and their underlying business, not AI and statistical inference algorithms.

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.