‘We should all think like entrepreneurs’: Timilehin Ayanlade, engineering AI innovations in cyber-agriculture systems 

Flexing your entrepreneurship/innovation muscles

At Iowa State, I’ve actively explored ways to translate research into practical solutions. My work in multimodal AI for cyber-agricultural systems pushes me to think beyond academic results and consider real-world deployment for farmers and agricultural stakeholders.

Aside from research, I’ve also participated in innovation discussions, entrepreneurial programs, and collaborations that encourage problem-driven thinking. Balancing research with the mindset of building scalable solutions has strengthened my entrepreneurial muscles. It has pushed me to consider market needs, usability, and impact alongside technical performance.

Do you have a startup or business?

I am exploring a concept built around my research in multimodal AI for cyber-agricultural systems at Iowa State. The idea is to develop intelligent tools that combine sensing at different scales to help farmers make better decisions about crop health, yield prediction, and resource management. Although this is still in the early planning stage, the concept focuses on making advanced agricultural AI usable, scalable, and affordable for producers.

Value of Iowa State’s innovation/entrepreneurial resources

Iowa State provides a strong ecosystem for students interested in innovation. The entrepreneurial resources on campus create opportunities to test ideas, receive mentorship, and learn how research can transition into real-world ventures.

I have participated in various programs organized by the Pappajohn Center for Entrepreneurship, which have enriched me with business training I never received. Even programs such as the Three Minute Thesis have improved my networking skills, as I can better relate my ideas to a wider audience. I have also participated in the Iowa State I-Corps Program, which has helped me better understand product development, market validation, and startup strategy.

These resources have encouraged me to think about impact and scalability, not just technical achievement. They have also been a supportive environment for feedback and collaboration. Being part of this ecosystem has helped me see entrepreneurship as a practical way to translate my research.

Taking this mindset into your career

Throughout my career, I plan to approach problems with curiosity, resilience, and a focus on impact, which I believe to be critical elements of an entrepreneurial mindset. I believe we should all think like entrepreneurs, irrespective of our career paths. Whether in academia, industry, or startups, I want to identify gaps where technology can meaningfully improve systems and build solutions around those opportunities.

I see myself continuously experimenting, validating ideas, and collaborating across disciplines to create tools that solve practical problems. Even if every idea does not become a company, the entrepreneurial mindset of building, testing, and iterating will guide how I conduct research and develop technologies.

How do you hope to change the world?

I hope to contribute to a more sustainable and data-driven agricultural future. Agriculture faces major challenges, including climate change, resource limitations, and the need to feed a growing global population. Through my work in AI and agricultural systems, I want to develop technologies that help farmers make smarter decisions, reduce waste, and improve productivity. By transforming complex environmental and crop data into accessible insights, I aim to empower farmers with tools that support resilience and efficiency. Ultimately, my goal is to be a bridge between innovative technologies and practical agriculture, leading to improved food security and sustainability worldwide.

When you first saw yourself as an innovator/entrepreneur

I began to see myself as an entrepreneur when my perspective shifted from doing research to thinking about real-world impact.

Growing up with parents who were entrepreneurs gave me early exposure to business, but it was my time at Iowa State, especially seeing student-led ventures and, particularly, participating in the Inclusive Innovators Summit that made the possibilities feel tangible. That experience showed me how research can move beyond publications into practical solutions. That’s when I began to think of myself not just as a researcher, but as someone building toward entrepreneurship.