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The use of near-stoichiometric amounts of ex situ-generated carbon monoxide along with simple, air-stable palladium catalysts allows for the synthesis and isotope labeling of a broad range of carbonylation products. Design of Experiments enabled rapid optimization and gain of key mechanistic insight. 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