use cases
How we solve complex challenges in multimedia
Every solution starts with a problem worth solving. These use cases highlight how our teams bring advanced multimedia, AI, and embedded systems to life—meeting industry needs with real, measurable results.
Most Recent Use Cases
Conceptual Design
How did we solve monitoring on the edge?
The solution leverages a GStreamer-based video pipeline integrated with AI models for person detection and multi-object tracking (MOT). Security teams can define Regions of Interest (ROIs) within each camera view, such as entrances, exits, restricted zones, or high-value product aisles.
The system continuously calculates dwell time within each ROI for every detected individual. When time exceeds a configurable threshold, the system automatically triggers an alert or logs the event for review, enabling early detection of loitering, intrusion, or potential marauding behaviors.
Designed for real-time edge deployment, the system minimizes latency. It reduces bandwidth requirements while supporting centralized deployments for large-scale environments such as retail chains, logistics hubs, and critical infrastructure facilities.