Empowerment
A current empowerment project focuses on supporting women-led micro-business in Zambia. By using AI to analyze market demand, optimize product lines, and manage supply chains, these seamstresses we aim to create sustainable income streams and improve the economic resilience of their communities.ย

Current Work & Achievements
During AI4Good2โs recent visits, we observed seamstresses operating out of a village building with sewing machines, both provided through Cross International. The project has begun collecting baseline data to understand the supply chain and product demands. Photos highlight:ย
Above, Zambian seamstresses proudly standing alongside their building and sewing equipment.ย

On the left, smiling entrepreneurs showcasing their initial set of handmade products. We are currently fundraising to implement AI-driven dashboards and e-commerce integration, aiming to kick off this year.ย
Challenges & Needs
Key obstacles include limited market research tools, unpredictable material supply, and restricted access to broader e-commerce platforms. To tackle these, we need:ย
Financial Support to develop and integrate AI-driven business intelligence tools.ย ย
Technical Advisors for implementing mobile-friendly e-commerce platforms.ย
Logistics Partners to streamline shipping and distribution.ย
Future Vision & Expansion
Over time, Cross International and AI4Good2 intend to:
- Expand training programs to empower more women entrepreneurs, encouraging job creation and economic stability.ย
- Establish international partnerships to help local seamstresses reach a global market.ย
- Incorporate advanced AI features (such as predictive sales modeling) to ensure sustainable growth and self-reliance.ย