WEBINAR DETAILS

Uncover the role of smart, contextualized data in enabling AI-driven innovation across the cosmetic product lifecycle.

The integration of artificial intelligence into cosmetic formulation processes opens up new possibilities: accelerated innovation, fewer trial-and-error cycles, improved regulatory foresight, and product personalization.

However, without a reliable, structured, and contextualized data foundation, AI becomes a risk factor, leading to inconsistent outputs, hallucinations, and a loss of relevance to actual business needs. This can result in regulatory gaps, formulation errors, or negative impacts on perceived product quality. It is therefore essential to rely on a robust data architecture, shared across R&D, regulatory, and IT functions. The challenge today is no longer handling large volumes of data (big data), but activating smart data: expert-driven, structured, validated information, fully linked to its regulatory, scientific, and operational context within R&D projects.

Coptis PLM provides a structured and reliable data foundation ideally suited to meet regulatory challenges, address major market trends (hyper-personalization, sustainability, global compliance), and prepare for the future of AI-assisted formulation, without compromising on quality or safety. In this webinar, our experts will show you how to create a trusted environment for your AI initiatives by establishing rigorous, cross-functional data governance, and how a structuring PLM like Coptis enables you to centralize, validate, and intelligently leverage your R&D and regulatory data.

By laying these foundations, you strengthen your processes and open the door to controlled, data-driven innovation fully aligned with your business priorities.