Abby Seneor

The Vegetation Data Stack: Engineering Planetary-Scale Environmental Intelligence

The technical challenges and solutions in building data infrastructure for global vegetation analysis. We'll explore the limitations of the current solutions and technology and what needs to be done in order to create a vegetation intelligence at a planetary scale, how combining satellite constellations, drone swarms, edge computing, and federated learning creates a living twin of Earth's plant systems, enabling predictive insights and valuable risk analytics.

Abby Seneor is a visionary entrepreneur, technology leader, and advocate for ethical artificial intelligence, specializing in sustainable and socially impactful AI solutions. With deep technical expertise and a passion for responsible innovation, she has built a career at the intersection of deep tech, environmental intelligence, and social impact - consistently pushing boundaries to create meaningful change. Abby is currently the CEO and Co-Founder of Treelyon, a data-driven climate tech company on a mission to digitize the world’s urban forests. By combining advanced geospatial analytics, AI, and XR, Treelyon provides real-time intelligence for tree care, urban planning, and climate resilience. The platform supports cities, arborists, and infrastructure managers with actionable insights to reduce risks, optimize maintenance, and enhance the health of critical green infrastructure. Treelyon’s vision is bold: to create a unified, global ecological dataset that helps protect and regenerate our urban environments at scale.