Three tools is the default, and it's the problem
The typical growing beauty brand runs a PLM or spreadsheet for development, a compliance tool for dossiers, and an ERP or 3PL portal for supply. Each is defensible. Together they guarantee that the formulation in production, the INCI on the label and the dossier on file drift apart.
The drift is invisible until a retailer asks for evidence or a regulator asks for the PIF.
