InProgress Research Inc. is a Toronto based Internet of Things technology startup. We analyze Critical Infrastructure Systems, Industrial Control Systems and common everyday-use systems for potential optimization through the use of the Internet of Things , Machine Learning and Artificial Intelligence principles. DESIAGO is our Consulting & Integration division where we partner with vendors and customers on their IoT transformation journey and maintain direct domain and customers exposure. With all its domain expertise, DESIAGO serves requirements as input to the R&D process at InProgress Research. Our R&D division develops recommendations, specifications and IoT products to be integrated in domain specific Internet of Things Solutions. EDGE-AI is our Machine Learning (ML) technology R&D division, focused on developing ML products and solutions for Critical Infrastructure applications. With the Critical Infrastructure applications focus, EDGE-AI has the mission of driving innovation in Machine Learning and Artificial Intelligence for the Critical Infrastructure domain through introducing new ML methods, concepts and technologies best optimized for critical infrastructure environments, applications and limitations.