Pipelines constitute critical infrastructure, transporting vital commodities across vast spans. Ensuring their soundness is paramount to mitigating disruptions that can have devastating consequences. Utilizing Regular Non-Destructive Testing (NDT) techniques is crucial for detecting potential flaws