This session takes a full lifecycle view of AI in beauty and personal care—from formulation through scale-up, manufacturing efficiency, quality control, and the governance frameworks required to deploy AI responsibly.

Three practitioners from a global beauty company, a fragrance and ingredient house, and a personal care supplier walk through where AI is generating the clearest operational ROI today: predictive quality systems that reduce waste and recalls, AI-assisted scale-up from bench to batch, supplier-to-brand data integration, and the emerging governance questions that no company has fully solved—model auditability, data-sharing agreements, and how AI-generated safety data intersects with MoCRA and REACH compliance.

Free for members, $100 for nonmembers.