Wellbore stability assessment presents major challenges throughout drilling activities . Unstable strata can lead to failure , increased hole cleaning , and stuck pipe, resulting in expensive delays and potential safety hazards. Factors influencing borehole integrity include strata mechanical properties, pore pressure, drilling fluid characteristic