This paper presents a novel informatics platform that leverages latest Industry 4.0 technologies such as Internet of Things (IoT), Machine Learning (ML), and Artificial Intelligence (AI) to seamlessly accommodate and integrate multidimensional data from complex scientific workflows. The net results are more comprehensive data sets, analyses, and improved scientific reproducibility. Learn more about the advantages this platform has over traditional methods and hear real-world examples of life sciences organizations that have improved their workflows using this technology.