Amplifying women’s voices for economic participation by addressing access to childcare In Mexico, women disproportionately shoulder unpaid care work, which limits their economic participation. To address this, the Government of Mexico City, the German development agency GIZ and other partners developed an intelligent, AI-driven care workmap. NLP was used to process data from crowdsourced insights and from administrative records. The resulting AI-informed platform now helps policymakers promote gender equality and economic opportunities for women and identify locations for childcare centres.