These routines apply the newest Machine Learning techniques to the output sensor signal. A customized artificial intelligence does not only provide a thorough signal processing to improve the measurement accuracy, but determines a set of predictive algorithms as well. The longer the observation time, the more precise the prognosis will be. Such technique paves the way to a Photonics-based machine intelligence with the unique potential of making reliable predictions on the behavior of complex mechanical systems.