Fourleaf Agro's cocoa farm in Asamankese is at the heart of a transformative AI research partnership with Duuba-AI, focused on empowering local farmers through innovation.


This pilot project leverages artificial intelligence to enable early and accurate detection of cocoa diseases, helping farmers reduce losses,


improve yields, and protect their livelihoods.

Beyond technology, the initiative is designed to build local capacity by sharing knowledge, creating opportunities for youth, and promoting sustainable farming practices. By combining community experience with cutting-edge AI, we are shaping the future of cocoa farming in Ghana—one that strengthens rural communities and contributes solutions with global impact.

Duuba-Ai Fourleaf agro-POC

Duuba-AI: The Future of Cocoa Farming, Today.

Empowering Farmers with Intelligent Pod Health Monitoring

Trained with TensorFlow™

Our advanced AI model, built using TensorFlow, swiftly identifies early signs of disease, invisible to the naked eye. This robust foundation ensures unparalleled accuracy in the field.

🚀 Pilot Stage: Join Us in Shaping the Future!

Duuba-AI is currently in its pilot phase, refining its algorithms to optimize performance and gather real-world insights. We are seeking forward-thinking farmers and agricultural partners to test and evolve this groundbreaking technology.

Key Benefits for Your Farm

  • ⚡️ Early Detection: Identity diseases like Black Pod (Phytophthora palmivora) at their earliest stages, preventing widespread infection and minimizing damage before it impacts your yield.
  • 💰 Increased Yields: Protect your harvest and maximize productivity. Early intervention means saving healthy pods, reducing crop loss, and ultimately leading to bigger, healthier harvests.
  • 📊 Data-Driven Decisions: Get actionable insights and an immediate understanding of your cocoa farm’s health status. Make informed management practices based on precise, AI-powered analysis.

Positive Impact: Beyond the Pod

  • 🌱 Economic Empowerment: Higher yields mean increased income, improving livelihoods and fostering financial stability for cocoa farming communities.
  • 🌍 Environmental Sustainability: Reduce your need for excessive treatments by targeting infected plants precisely, preserving healthy biomass, and minimizing chemical usage.
  • 🤝 Community Resilience: Strengthen cocoa farming communities by fostering knowledge sharing, collaborative disease management, and a shared vision for sustainable agriculture.