Managed formation drilling (MPD) is a sophisticated drilling technique that allows for precise control over the reservoir fluid levels . Differing from traditional drilling, MPD continuously manages the annulus pressure, minimizing the risk for pressure surges and maintaining a consistent bottomhole pressure. This methodology considerably increases