The Smart, AI-Driven Product Formulation Strategy

Formulation management software like the 3DEXPERIENCE platform empowers manufacturers to deliver sustainable, cost-compliant and quality products. Powered by AI technology and data science, the 3DEXPERIENCE platform enables teams to improve lab efficiency through centralized product data management, electronic lab notebook (ELN) integration and in-silico modeling to test formulation changes virtually. It is an essential tool for manufacturers to perform stability testing, extend product shelf life, and navigate complex regulatory requirements to optimize formulations and accelerate time to market.

Product formulation in cosmetics explores the chemistry of different ingredients or raw materials to deliver improved properties and active ingredients in a convenient and useable form, such as a sunscreen with new skin benefits. However, formulations that prove unstable over time could create poor consumer experiences or lead to health incidents. As consumers shift to healthier foods, alternative proteins and cleaner cosmetic products, brands need to rely on data science to influence how new molecules, ingredients and formulas create more sustainable products.

Product formulation in food is a multi-step process of recipe development and formula optimization to meet quality, nutrition and continuously evolving consumer preferences.

According to the USDA Economic Research Service, around 79% of consumers are examining a product’s nutrition label to gauge its health value. But while they desire better nutrition, consumers don’t wish to compromise on texture and taste. Instead, they want sensory experiences with healthier food ingredients and cleaner product formulas.

Meanwhile, growing instances on taxes on sugar, salt and fat are forcing brands to rethink product offerings to remove preservatives and artificial colorings. The challenge lies in maintaining the same sweetness, mouthfeel and texture as the original ingredient. To launch more sustainable formulas, brands need to deploy a smart, data-driven strategy powered by the 3DEXPERIENCE platform.

Pharmaceutical formulation, also known as drug formulation, is a process of combining an active ingredient with supporting components to create a finished product that’s safe, stable, and consumer-friendly. For example, a coated tablet may include a protective film coating to regulate drug release and extend shelf life.

The 3DEXPERIENCE platform supports manufacturers to manage formula optimization efficiently through real-time regulatory guidance, intelligent alerts and secure access to formula development data. This accelerates product launches, maintains quality and ensures regulatory alignment throughout the formulation process.