Natural product synthesis, medicinal chemistry, and organic materials all depend on nitrogen-based heterocycles as essential building blocks. Methods for their preparation that utilize Pd-catalysed C–N coupling chemistry typically provide significant advantages over traditional ones. Pd-catalysed N-arylation reactions have seen rapid expansion in recent years in the field of process chemistry. In many instances, the desired cross-coupling reaction can be optimized to proceed effectively on a large scale with low catalyst loading, making the procedure potentially cost-effective. Additionally, Pd-catalysed strategies are regarded as a viable alternative to the utilization of potentially hazardous processes or toxic reagents. Occasionally, identical N-arylation reactions are employed in both the discovery and process routes after optimization of the coupling reaction for manufacturing settings. For the Buchwald–Hartwig C–N cross-coupling reaction, various heterogeneous Pd catalyst systems have been developed in this circumstance. Some of the reported palladium–catalyst systems for N-arylation reaction suffer from main drawbacks such as tedious and time-consuming work-up process, high cost, and difficulty in synthesis of these catalyst systems.  Other significant concerns include the catalyst's reusability and, more importantly, the leaching of Pd, an expensive metal. From the perspective of both academic and industrial research, the creation of high-performance palladium-catalysed systems and the use of sustainable and environmentally friendly reaction conditions for the Buchwald–Hartwig C–N cross-coupling reaction are highly regarded. The newly designed, simple, efficient method of heterogeneous catalyst has several advantages for Buchwald C-N cross-coupling reactions, including using safe silica on iron oxide-supported nanoparticles for support, the absence of Phosphine ligands, and the absence of solvent and bases for completion of the reaction.