Tollscopic moves toll collection and traffic safety from costly, high-maintenance legacy infrastructure to compact edge processors and the cloud, eliminating in-pavement sensors, dedicated buildings, and single-vendor hardware dependencies. AI powers every layer: computer vision tracks vehicles through the toll zone, a patented engine correlates multi-sensor events into auditable transactions, predictive monitoring detects degradation before it impacts revenue, and autonomous agents resolve equipment faults without human dispatch. The architecture is event-driven, horizontally scalable, and hardware-agnostic; built on commercially available devices from any manufacturer. In production across multiple US states, processing hundreds of thousands of vehicles daily at industry-leading accuracy. Tollscopic delivers full managed toll operations or integrates as a service layer into existing agency and third-party infrastructure. Tollscopic unifies tolling and safety on a single platform; the same AI that builds transactions detects wrong-way drivers, debris, and incidents, delivering revenue collection and safety without duplicating infrastructure or cost.