Dairy farms have embraced technological innovations and procured vast amounts of data, but integrating these data to improve whole farm-based management and decision-making has proven challenging. It is imperative to move towards systems that can collect, integrate, manage, and analyze relevant data in real-time and provide inferences and learning to maximize profit and reduce environmental impact.