Here we describe of an 'Interrogator' instrument that uses liquid-handling robotics, a custom software package, and an integrated mobile microscope to enable automated culture, perfusion, medium addition, fluidic linking, sample collection, and in situ microscopic imaging of up to 10 Organ Chips inside a standard tissue culture incubator. The automated Interrogator platform maintained the viability and organ-specific functions of 8 different vascularized, 2-channel, Organ Chips (intestine, liver, kidney, heart, lung, skin, blood-brain barrier (BBB), and brain) for 3 weeks in culture when fluidically coupled through their endothelium-lined vascular channels using a common blood substitute medium. When an inulin tracer was perfused through the multi-organ Human Body-on-Chips (HuBoC) fluidic network, quantitative distributions of this tracer could be accurately predicted using a physiologically-based multi-compartmental reduced order (MCRO) in silico model of the experimental system derived from first principles. This automated culture platform enables non-invasive imaging of cells within human Organ Chips and repeated sampling of both the vascular and interstitial compartments without compromising fluidic coupling, which should facilitate future HuBoc studies and pharmacokinetics (PK) analysis in vitro.Vascularized human Organ Chips are microfluidic cell culture devices containing separate vascular and parenchymal compartments lined by living human organ-specific cells that recapitulate the multicellular architecture, tissue-tissue interfaces, and relevant physical microenvironments of key functional units of living organs, while providing vascular perfusion in vitro 1,2 . The growing recognition that animal models do not effectively predict drug responses in humans 3-5 and the related increase in demand for in vitro human toxicity and efficacy testing, has led to pursuit of time-course analyses of human Organ Chip models and fluidically linked,