In this study, glycated ovalbumin (GOVA) with a high degree of grafting (90.2 %) was prepared via response surface methodology (RSM) in natural deep eutectic solvents (NADES). The interactions between GOVA and (-)-epicatechin gallate (ECG) or procyanidin B2 (PB2) were compared using fluorescence spectroscopy and molecular docking. Hydrogen bonding and van der Waals forces were identified as the primary interaction forces, with the GOVA + ECG complex exhibiting stronger interaction than GOVA + PB2. The binding altered the particle size, surface hydrophobicity, and secondary structure of GOVA. Moreover, GOVA's encapsulation improved the stability, bioaccessibility, antioxidant activity, and anticancer potential of both ECG and PB2. The anticancer activity of GOVA complexes was correlated with anti-inflammatory and apoptosis-inducing effects through Western blot analysis and flow cytometry. This study highlights the promising potential of GOVA, ECG, and PB2 for innovative applications in the food and pharmaceutical fields.