dsm-firmenich transformed its R&D collaboration by moving away from a rigid waterfall approach and adopting a more flexible, Agile model supported by Signals Notebook. By empowering individual labs with ownership and enabling iterative development, the company improved user adoption and created a standardized yet customizable research platform. Signals Notebook played a key role in centralizing data, enhancing collaboration, and supporting seamless integration across teams. The result was a more efficient, scalable, and innovation-driven environment that reduced costs and enabled researchers to work more productively and make faster, data-driven decisions.