To enhance suspicious bag detection and streamline decision-making processes at the inline, we implement advanced technology for efficient capture of passenger data and facial information, stored securely for analysis. Utilizing a dashboard interface, passenger data is profiled comprehensively, integrating information from boarding passes at the Baggage Security Module (BSM) to identify potential threats. Our system also facilitates the detection of repeating offenders and promptly notifies authorities of any passenger loitering, ensuring proactive security measures are in place.