The separation and purification platform includes advanced biological separation modules and chemical separation modules. The biological separation module covers centrifugal systems and membrane filtration systems, which can be used to separate and purify water-soluble molecules, such as organic acids, sugars, and amino acids. The chemical separation module covers extraction, chromatography, vacuum distillation, crystallization, vacuum drying and other means, and can be used to refine the products processed by the biological separation module to meet the individual needs of downstream customers.