Driver’s sensory-motor abilities, particularly in perceiving visual and audio signals, reaction and motor times, significantly impact road safety. Advanced Driver Assistance Systems (ADAS), powered by Artificial Intelligence (AI), emerging as a transformative tool in aiding drivers and enhancing safety. This study emphasizes the importance of understanding these abilities, advocating for a thorough investigation using the tools of Vienna Test System (VTS). Collected data from 51 professional drivers aged 29–42 years, with driving experience ranging from 0 to 11 years, the study rigorously analyzed the influence of driver’s demographic factors on sensory-motor proficiency. Positive significant correlations were observed between age and education level with sensory-motor skills, while driving experience exhibited an inverse significant relationship. A linear regression model was developed and validated, achieving an impressive accuracy rate of 96.3% in categorizing drivers based on their sensory-motor abilities. A significant proportion of drivers (72.55%) exhibited superior sensory perception, indicating potential for effective ADAS utilization and reduced collision risks. This study underscores the pivotal role of demographic attributes in shaping driver’s sensory-motor capabilities and influencing road safety. By leveraging these insights, policymakers and stakeholders can devise targeted interventions to promote safer driving behavior and mitigate risks associated with road crashes, ultimately fostering safer road environments for all road users.