This document discusses data design and economic opportunities for women. It notes that women have historically made important contributions to computer science and technology, including Ada Lovelace with computer code in 1842 and Hedy Lamarr with wi-fi in 1941. However, current AI systems are not designed to understand natural language or emotional context. The document also highlights that women account for over $20 trillion in global consumer spending and will control two-thirds of consumer wealth in the next decade. However, advertising systems often show biased results, like displaying high-paying job ads less frequently to women. It argues that modeling humans as binary probabilities or numbers reduces human qualities like self-identity and teamwork. Designing more inclusive economic systems requires addressing