Is AI the Key to Opening Beauty’s Back Door?

Is AI the key to unlocking access to beauty’s hidden side, in formulation, manufacturing, and innovation, for those traditionally left out?

Learning Points

• Inclusion fuels innovation— diverse voices lead to better beauty solutions.
• AI can democratise formulation – making complex knowledge accessible.
• Digital learning – opens doors beyond traditional labs and classrooms.
• Community builds confidence – especially for underrepresented learners.
• Transformation Is Holistic – Digital transformation is not just about adopting new tools, it’s about rethinking systems, structures, and learning models to create a more equitable, agile, and sustainable industry.