Embedded Human-State Intelligence for Safety-Critical Operations

GUARA Platform is developing an embedded Human-State Intelligence architecture for safety-critical operations.

Rather than operating only as a conventional driver-monitoring or event-detection system, GUARA combines computer vision, Edge AI and temporal behavioral analysis to interpret how human-state indicators evolve over time and support earlier identification of operational risk.

The architecture is designed to operate locally at the edge, reducing dependence on permanent cloud connectivity and enabling deployment in vehicles, remote areas and operational environments where connectivity may be intermittent or unavailable.

Our first vertical, GUARA Mobility, focuses on professional transportation, logistics and fleets. It observes indicators associated with fatigue, drowsiness, distraction and attention degradation and processes them as part of a broader temporal understanding of the operator's state.

GUARA is being designed as a modular and reusable intelligence layer, allowing the same technological core to be adapted beyond road transport to mining, industrial operations, mobile machinery and other safety-critical environments.

Current development includes functional software and embedded hardware prototypes progressing toward controlled real-world validation.

Core capabilities include: embedded Edge AI; computer vision; human-state observability; temporal behavioral analysis; fatigue and distraction monitoring; local processing without permanent connectivity; modular integration with operational systems; and adaptation to different safety-critical environments.

We are interested in pilot projects, PoCs, technology integration and collaborative R&D with companies, research organisations and technology partners.