ESG goals such as carbon reduction, ethical sourcing, and transparency present challenges related to data, technology, cost, governance, and stakeholder alignment that must be addressed at a strategic level. Integrating AI into legacy systems, managing algorithm complexity, and ensuring scalability add technical barriers; high implementation costs and ongoing maintenance pose financial constraints.