Artificial Intelligence is rapidly entering cosmetic laboratories, promising faster development cycles and accelerated innovation. But generating a formula is only the beginning. The real challenge is ensuring that AI-generated recommendations are relevant, compliant, and aligned with the unique expertise of each laboratory. Most AI systems rely on publicly available information. Cosmetic formulation, however, requires a much deeper level of context: formulation know-how, raw material portfolios, regulatory requirements, quality standards, and project-specific objectives.

In this webinar, discover why structured R&D data is the key to making AI truly useful for cosmetic formulation. Learn how a Product Lifecycle Management (PLM) platform transforms fragmented formulation, regulatory, and quality data into validated Smart Data, providing the foundation for reliable AI-assisted decision-making. Through a live demonstration of Coptis Purple AI, attendees will see how AI can generate intelligent formulation suggestions, leverage existing raw materials, perform real-time INCI verification, and support Guided Formulation workflows. The result is an AI co-pilot that helps formulators move from project brief to compliant formula faster while maintaining scientific rigor and regulatory confidence.