In recent years major advances in generating, characterizing, and understanding macromolecular and supramolecular systems have been achieved. This has led to an enormous variety and complexity in polymer science. The traditional separation in terms of structure vs dynamics, crystalline vs amorphous, or experiment vs theory is increasingly overcome. As far as characterization of such materials is concerned, no experimental or theoretical/simulation approach alone can provide complete information. Instead, a combination of techniques is called for, and conclusions should be supported by results provided by complementary techniques. This Perspective discusses the kind of information that can be obtained by advanced solid state NMR and EPR spectroscopy, combined and/or compared with X-ray and neutron scattering as well as dielectric spectroscopy and computer simulation. The multi-technique approach is demonstrated by a number of examples including morphology, defects, heterogeneities in time scale and amplitude of motion, and local and collective dynamics in polymers of different architectures, biomacromolecules, and hybrid systems.