Embodiments described herein include systems and methods for self-learning in a grow pod. One embodiment includes a cart that houses a plant for growth, a track that receives the cart, where the track causes the cart to traverse the assembly line grow pod along a predetermined path, and an environmental affecter for providing sustenance to the plant. Some embodiments include a sensor for monitoring an output of the plant and a computing device. The computing device may store logic that causes the assembly line grow pod to receive growth data from the sensor to determine the output of the plant and compare the output of the plant against an expected plant output. In some embodiments, the logic causes the assembly line grow pod to determine an alteration to a grow recipe to improve the output of the plant and alter the grow recipe for improving the output of the plant.