The paper evaluates the use of Rayleigh’s dimensional analysis approach to estimate the compressive strength of cement, aiming to provide timely results without the traditional 28-day curing requirement. A mathematical model is developed, validated against experimental data, showing a strong correlation with results in compressive strength analysis. The proposed method allows for quicker project completion and cost efficiency in cement-related applications.