Introduction: Breaking Traditional Silos Education in the 21st century demands more than specialized knowledge—it calls for cross-disciplinary agility. At Greater Noida Institute of Technology (GNIOT), this realization has shaped a forward-thinking academic ecosystem where technology, management, and humanities converge. The institute’s multid