"Data20260402"

"This dataset examines the influence of AI integration level (LAI) on cost reduction (COR), design and development time reduction (DTR), product quality improvement (PQI), and team size reduction (TSR). The data was collected through a survey and includes LAI as the independent variable, with COR, DTR, PQI, and TSR as dependent variables. Control variables such as specific team (SPT), experience (EXP), expertise (EPX), age (AGE), location (GEO), and gender (GEN) are also included. The dataset is designed to support statistical analysis and modeling to evaluate the impact of AI integration on performance, efficiency, and organizational outcomes. This study examines the impact of Artificial Intelligence (AI) on front-end VLSI design, focusing on RTL design and functional verification, where growing complexity drives the need for automation and intelligent support."