Speed to clinic has accelerated through advances in processing, instrumentation, and automation. But most scientists still spend too much time setting up experiments and manipulating data and results, time stolen from the core mission of experimental strategy and innovation.

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Automation engineers are overburdened with managing multiple contracts as labs expand and evolve.