Temporal and organ-specific alterations of homeostasis significantly affect the efficacy of personalized health rejuvenation. Organs-on-a-chip in combination with personalized proteomics and metabolomics constitute an analytical platform for the construction of personalized metabolomics profile. AI-aided strategic development helps define the right time window for intervention with medicinally active cells for personalized health rejuvenation.