This research deals with the application of the hypothesis test to the learning curves as production optimization techniques for the establishment of the uniform flow of the processes based on the production execution times in order to eliminate cost overruns and delays that affect the system; Through the use of methods engineering studies, it is sought to go beyond the mere calculation of the standard time to plan the administrative and operational management of the production plant, proposing for this purpose an applied engineering procedure to optimize the production problem of the manufacturing company of elements for the construction Multibloques S.A.S.The present study is carried out following a classic research methodology with a Mixed approach and the application of deductive, inductive and analytical-synthetic methods to establish relationships between the study variables, allowing the formulation of the optimization model that originates a set of solutions that show an approximation to the results of the approach developed.Currently the manufacturing sector adopts optimization techniques that are limited only to being in favor of reducing time and costs, so it is necessary through applied engineering work to obtain practical solutions that represent an agreement between the parties involved, this way With timely and reliable information, the company is able to implement management strategies and projects that provide continuous improvement.