This research work focuses on improving the ordered backbone structure along with electrical properties of Polyaniline (PANI) through doping with nano-crystalline Nickel Cobaltite (NiCo2O4). Comprehensive characterization, including XRD, SEM, FTIR, and Raman spectroscopy, confirmed the successful synthesis of urchin-like nano-crystalline NiCo2O4 and PANI. Traditionally, increasing PANI's structural orderliness has been reported to compromise conductivity. This study introduces a viable non-confinement route where inorganic ceramic oxide nanoparticles actively trigger chain unfolding in amorphous sections of PANI structure. This mechanism effectively converts disordered polymer domains into a more regular, ordered structure, significantly enhancing conductivity and overall dielectric response especially in low frequency range. This chain unfolding process is also observed to have a limit after which any further addition of dopant increases heterogeneity and compromises conductivity. This work provides with key-insights into tailoring PANI structure for advanced applications as next generation functional materials.