Sustainable agriculture is crucial for our environment and food security. Partnering with GREGOIRE, a leading agriculture equipment provider, we’ve developed a cloud-provider independent and scalable solution through the AI-SPRINT project. Our approach tackles challenges such as optimized pesticide dispersion using foliage volume estimation, proactive disease detection, and yield prediction. We want to share our journey, the hurdles overcome, and the diverse AI techniques deployed.