GUARA Platform — Seeking Global Partners for Edge AI Integration, R&D and Industrial Pilots.

GUARA Platform is seeking international industrial, technology and research partners for technical integration, Proofs of Concept (PoCs), controlled pilot validation and collaborative R&D projects.

GUARA Platform is a modular, software-first Human-State Intelligence platform designed to interpret human-state signals in safety-critical operations. It combines computer vision, ocular and behavioral indicators, temporal signal analysis and Edge AI to support the identification of evolving patterns associated with fatigue, drowsiness, distraction and attention degradation.

The platform is being developed around local Edge AI processing, reducing dependence on continuous cloud connectivity and enabling potential integration into different hardware and operational environments.

Professional Mobility is GUARA's first reference application, targeting professional transportation, logistics and fleet operations. The underlying software architecture is being developed with broader applications in mind, including mining, industrial machinery, manufacturing and human supervision of critical processes.

GUARA currently has functional laboratory prototypes and ongoing technical validation activities. Industrial field pilots and operational performance validation remain future milestones.

We are seeking partners who can contribute:

• Real operational environments for controlled pilot studies.

• Hardware, embedded systems or industrial software integration capabilities.

• Research expertise and independent technical validation.

• Joint development and international R&D cooperation.

• Commercial distribution and technology integration opportunities.

Potential collaboration models include:

• Licensing of modular software engines.

• SDK/API integration into third-party solutions.

• Joint Proofs of Concept and pilot projects.

• Complete software solutions for organizations requiring an integrated platform.

GUARA can contribute its evolving modular software architecture, computer vision capabilities, human-state analysis approach and laboratory validation experience.

Our objective is to advance from laboratory validation toward independent operational validation and scalable industrial integration, while preserving clear intellectual property ownership and mutually agreed commercial terms.