![]() ![]() ![]() Standardized lab automation with KNIME Analytics Platform A solution to this problem is to integrate standards and to simplify end-to-end integration. This hinders an effective implementation it often seems easier to stick to doing everything manually. However, the effort required to implement these is high, due to contending with inconsistent infrastructures as well as a diverse set of integration interfaces. The goal of such initiatives is to improve experimental reproducibility, reduce errors, increase productivity, and enhance the generated data through contextualization. Many life science companies have important digitalization initiatives that incorporate end-to-end integration. ![]()
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