➀ The article presents a novel technique for the on-demand nanoengineering of in-plane ferroelectric topologies; ➁ The technique involves a combination of scanning probe microscopy and machine learning algorithms; ➂ The research demonstrates the ability to create complex patterns and functionalities by manipulating the polarization in ferroelectric materials; ➃ The findings could lead to new applications in electronics, sensors, and energy storage.