Wellbore stability assessment presents major challenges during drilling activities . Unstable strata can lead to failure , higher hole widening, and immobile pipe, resulting in costly delays and potential safety hazards. Factors influencing borehole stability include strata geological properties, reservoir pressure, drilling fluid characteristics,