OperAI was launched based on extensive research spanning the study of emerging technologies to market potential, as an Artificial Intelligence (AI) and Internet of Things (IoTs) platform to address big data challenges, including stream data at the edges of the cloud. Some of these research have been published as books at https://www.operai.ca/books--reviews.html. OperAI was selected among the 2019 NextAI Canada finalists and was established as incorporated enterprise in math-based and ML/AI based innovative solutions, including IoT devices with embedded AI/ML to speed up and streamline operational process at the edges of the cloud. OperAI strives to enhance and streamline operational processes by leveraging big/stream data, and math’s enormous potential, including that of machine learning and artificial intelligence. OperAI has expertise on Math, Big Data, ML and AI, leading to solutions, some of which have considered as breakthroughs currently used as standards in industry. OperAI is currently working on the deployment of new applications and in the development of novel IoT devices, some of them are of direct relevance to help contain covid-19. Both the applications and the IoTs developments involve strategic partners working on edge analytics and IoTs. OperAI is currently also working on leveraging 5G technology with ENCQOR in relation to a mobility project within the industry 4.0 & the sustainability perspective.