DuskRise IoT Device is a hardware appliance designed to create secure network enclaves for remote workers connecting from public or home networks. The device provides network segmentation capabilities that isolate connected endpoints onto micro-segments, preventing lateral movement attacks and protecting corporate networks from compromised endpoints. The device uses AI-powered network metadata analysis to detect behavioral patterns, identify anomalies, and prevent intrusions into enterprise systems. Threat intelligence from DuskRise's Cluster25 unit supports threat detection and blocks user access to malicious assets. The device is designed for simple deployment by end-users through a dedicated mobile application that guides device setup and provides ongoing security monitoring for connected endpoints. The compact form factor allows the device to be portable and used from various remote work locations. The solution addresses security challenges created by remote workers accessing corporate resources from untrusted networks by establishing a secure connection layer between the endpoint and corporate assets.