The Practical Side of AI: Scaling Ethical and Effective Solutions
While AI is often discussed in terms of innovation and potential, the real challenge lies in implementation—how do we build cost-effective, scalable AI programs that truly drive impact rather than becoming short-lived pilots? This session will explore the practical realities of AI development, from funding and infrastructure to ethical concerns and sustainability.
We will discuss what it takes to scale AI solutions responsibly, particularly in sectors like education, poverty alleviation, and digital inclusion. How can we ensure that AI funding prioritizes long-term solutions rather than chasing shiny new tools? What are the practical challenges in building robust, ethical AI systems that work in diverse contexts? How can AI be leveraged to advance economic development and equity, especially for marginalized communities?
Key Questions:
What are the biggest challenges in scaling AI solutions, and how can we avoid pilot fatigue?
How can AI funding be structured to support long-term, cost-effective programs rather than one-off initiatives?
What are the practical steps in building ethical and inclusive AI models that work in diverse global contexts?
How can AI be effectively applied to poverty alleviation and economic development?
What best practices exist for evaluating AI solutions to ensure they deliver real, measurable impact?
This session will focus on the operational side of AI—how to move beyond hype and ensure that AI investments translate into sustainable, impactful solutions.
Session Co-Leaders:
Debbie Rogers – CEO of Reach Digital Health, a leader in mobile health technology and advocate for diversity and inclusion in Africa’s tech sector.
Nancy Abraham Sumar – Executive Director of The Jenga Hub, driving inclusive and innovative digital learning experiences for underserved communities in Tanzania.
Sid Ravinutala – Chief Data Scientist at IDinsight, leading AI and data science innovations to improve decision-making in the social sector.
Zak Kaufman – Co-founder & CEO of Vera Solutions, leveraging technology to optimize data solutions for 80+ funders and implementers worldwide.