GRAPPA is an advanced MRI technique that significantly reduces scan time by utilizing partially parallel data acquisition and reconstruction. It achieves this by leveraging the spatial sensitivity of multiple receiver coils to fill in missing k-space data, enabling faster imaging without compromising image quality.