CloudTS stands for cloud-based time series. It is part of a suite of applications designed by Marpin Labs to help manufacturers and operators of vehicles and machinery for defense, transportation, and industrial applications move faster with agile workflows around their data analysis needs. The CloudTS system platform facilitates decoding, storage, labeling, and analysis of big multivariate time-series, along with contextual data like weather and video information. We initially focused on collection and analysis of data from so called black-boxes in complex vehicles, where there are typically a few hundred to a few thousand high frequency parameters, but we have learnt that we can deliver important workflows in minutes that otherwise take days across a broad range of use cases.