The soybean-based (SBB) solvent, derived from renewable feedstocks, exhibits significant potential for CO2 chemisorption due to its sustainability, non-toxicity, biodegradability, and low regeneration energy consumption.However, the practical application of unrefined SBB at high concentrations is limited by its high content of low-reactive components (e.g., acidic and low-solubility amino acids).To address this limitation, we developed an isoelec. precipitation-based formulation engineering strategy to enhance the CO2 capture performance of this absorbent.By selectively removing amino acids through pH-controlled precipitation, the concentration of active amino acids in the optimized solvent (SBB-M) increased by over 60 %, enabling its use at a refined and relatively high concentration (∼3 M).And the absorption capacity of the SBB-M solution has significantly increased by 16.6 times compared with that of the SBB solvent.Kinetic anal. revealed a reaction order of 1.68-1.8 and average activation energy of 24.7 kJ·mol-1 for the CO2 absorption into SBB-M aqueous solution, indicating efficient chemisorption ability.Remarkably, the regeneration energy of 3 M SBB-M was only 1.98 GJ·ton-1 CO2, approx. 48 % of that required for 5 M monoethanolamine (MEA), underscoring its energy-saving superiority.This formulation engineering of SBB represents a breakthrough in developing sustainable amino acid solvents for cost-effective and scalable carbon capture.