An AI algorithm is a set of instructions that tells the computer how to learn to operate on its own. AI algorithms work by taking in training data (labelled or unlabelled, supplied by developers, or acquired by the program itself) that helps the algorithm to learn, how that data is acquired and is labelled marks the key difference between different types of AI algorithms. Some AI algorithms can be taught to learn independently and take in new data to change and refine their process. Others will need the intervention of a programmer to streamline (Mukhamediev et al. in Mathematics 10:2552, 2022). Magnetic Resonance Analyzer uses the weak magnetic field of human cells for scientific analysis. The study gives an insight into the various AI and ML algorithms used as a supplement during the medical report analysis generated through devices such as Quantum Magnetic Analyzer and Magnetic Resonance Imaging devices. The multiple concerns while incorporating AI and ML algorithms in the QMRA are discussed in brief. In addition, an insight into the usage of AI and ML algorithms in the fields of infoceuticals and bioenergetics is done in the study.