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Real-time vehicle identification, logging, and unauthorized vehicle alerting.
Read plates while simultaneously identifying vehicle color, make, and specific logos across all entry and exit points. Not just the plate — the full vehicle context.
At Argu.ai, we pioneered the shift to Vision Agents. By combining Large Language Models (LLMs) with visual encoders, we built a system that understands the world the way humans do through context and language.

Instant Plate Capture
Read and log license plates at full vehicle speed across multiple lanes simultaneously. Green tags for authorized, red tags for alerts.

Vehicle Context Intelligence
Identify vehicle color, make, and visible logos in the same pass. Know if the unregistered vehicle is a white van or a branded delivery truck.

Unauthorized Vehicle Alerts
Define authorized plate lists and receive instant alerts when an unregistered vehicle enters a controlled zone.
These are the core principles that define how Argu approaches every deployment. Our solutions are built to work on your existing infrastructure, require no engineering overhead, and deliver measurable results from day one. Every feature is designed with one goal: giving your team the intelligence to act faster, with more confidence, and without adding complexity.

Multi-Lane Coverage
Read plates across multiple lanes simultaneously without dedicated LPR hardware.

Beyond the Plate
Color, make, and logo identification in a single detection pass.

Instant Logging
Every vehicle entry and exit automatically timestamped and stored.

Beyond the Plate
Simultaneously identifies vehicle color, make, and visible logos — not just the license number.

Multi-Lane Coverage
Read plates across multiple lanes at full vehicle speed without dedicated per-lane hardware.

Instant Audit Trail
Every vehicle entry and exit automatically timestamped, logged, and searchable.

Works on Existing Cameras
No specialized LPR hardware required. Runs on your existing CCTV infrastructure.
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