Globalworks offers a novel approach that lifts the veil of secrecy surrounding factory sites without relying on physical access or off-site probing. It is a unique, participatory platform for uncovering rights violations, organising remedy, and managing social risks. Our tool collects millions of grievances from social media and transforms them into systematic, quantifiable labour rights assessments of factory sites, suppliers, sectors, and regions. Our methods serve the modern demands of conduc