Hao-tu's AI model predicts consumer preferences, wins award

CTI华测检测子公司灏图品测凭借其首创的消费者偏好AI预测模型“FAST” won the 2025 Ringier Technology Innovation Award. This AI model is designed to improve the efficiency of cosmetic product development. The "FAST" AI model uses data fusion and refined data strategies to predict consumer preferences, reducing reliance on traditional market research. It helps brands identify optimal formulas, optimize marketing, and enhance product competitiveness. The Ringier Technology Innovation Award recognizes innovative technologies. The "FAST" model has already been used by several international beauty brands, demonstrating its potential to revolutionize the cosmetics industry.