From AI Formulation to Lifecycle Intelligence
Why the Future of Formulated Products Is Orchestrated
Online
November 3, 2026
How AI formulation becomes transformational only when connected to lifecycle intelligence across R&D, sourcing, compliance and packaging.
AI can generate a cosmetic formula in seconds. But generating the formula was never the hardest part.
What happens when an ingredient is restricted and that single change needs to move across existing formulas, regulatory requirements, claims validation, sourcing alternatives, packaging decisions and launch timelines—before a product ever reaches the shelf?
Centric Software®, in collaboration with HAPPI, invites you to an exclusive webinar exploring what comes after AI formulation.
Most conversations about AI in cosmetics and personal care focus on accelerating individual tasks. The greater opportunity is lifecycle intelligence: connecting AI-powered decisions across the entire product lifecycle rather than optimizing one team or process in isolation.
Because the companies that gain the greatest advantage from AI won't simply be those that formulate fastest. They'll be those that can evaluate, decide and adapt fastest as ingredients, regulations, consumer expectations and market conditions change.
Register Today!What you'll learn
Why faster formula generation isn't enough to address the complexity cosmetics and personal care companies face today.
How one ingredient restriction can impact the entire product lifecycle, from formulas and claims to sourcing, compliance, packaging and launch timelines.
What lifecycle intelligence means in practice and how it differs from a standalone AI formulation copilot.
How connected AI can reduce fragmented decision-making and help teams respond faster to change.
Why time to decision—not simply speed to formula—is becoming the new competitive advantage.
Speakers
Ludovic Wassermann
AI Innovation Principal – Presales – Global CPGR, Centric Software
Christine Esposito
Editor-in-Chief, Happi
We started to work with Centric Software and it’s already helping us to launch products more reliably.
Centric PLM gives Beesline the digital foundation to scale globally with confidence, bringing formulation, compliance, and artwork data together in one trusted platform while supporting faster, smarter product innovation.
H&A Selects Centric PLM to Drive Innovation, Efficiency and Compliance in Cosmetics & Personal Care Manufacturing
We chose Centric PLM to bring our entire process, from formulation to packaging, into one collaborative space. With the right tools, our team can work smarter, share knowledge easily and keep raising the bar for quality and innovation.