Artificial intelligence is rapidly transforming how researchers generate insights, communicate findings, and make data‑driven decisions. This session brings together a diverse panel to examine how AI tools can strengthen scientific and organizational voice across plant breeding, trait discovery, pathology, seed quality, and other research domains. Panelists will share practical examples of AI‑enabled analysis, discuss emerging challenges such as data integrity and model transparency, and explore the unique opportunities AI presents for accelerating innovation in the seed industry. Attendees will leave with a clearer sense of how AI can:

• Shorten R&D cycles
• Improve decision‑making under uncertainty
• Strengthen collaboration across teams and disciplines
• Unlock new insights from existing datasets