GUARA is a software platform that interprets how human-state signals evolve during critical operations using computer vision, temporal analysis, AI and local processing. Explore how GUARA could work with your existing infrastructure, or evaluate a complete deployment.
See how it worksGUARA Platform is software intelligence applied to human state. It interprets how the state of people performing critical tasks, or supervising automated systems, evolves during an operation. It turns that into capabilities that can be evaluated on existing infrastructure or deployed as a complete solution.
A camera captures visual signals. GUARA interprets how signals such as eye openness, blinking, gaze and head movement evolve over time, rather than relying on a single frame.
A camera captures visual signals: eyes, blinking, gaze and head orientation.
AI analyzes how those signals evolve during the operation, not isolated moments.
Analysis runs on the device. No continuous video needs to leave it.
Alerts, operational state and events for the operator or the GUARA dashboard. For third-party platforms, integration is evaluated per project.
Fatigue, drowsiness and distraction develop during a shift. Whether a person drives a truck, operates heavy machinery or supervises a control room or a remote operation, the early signals are subtle, and most systems only react once an event has already happened.
GUARA focuses on that layer of the problem: how human state changes over time in people who operate or supervise critical tasks.
Professional mobility is where GUARA is demonstrated today. The other contexts are expansion or vision areas, not current deployments.
Partial and preliminary data. Source: ANSV / Dirección Nacional de Observatorio Vial, data updated April 2026. Road crashes are multicausal; GUARA addresses the human-state layer: fatigue, drowsiness and attention.
See the mobility contextTell us what you already have and what you want to achieve. We'll evaluate the best way to start.
Camera, local processing, GUARA software and event management as one deployment.
Explore complete solutionLet's evaluate whether GUARA capabilities could work with your existing infrastructure.
Explore software licensingExplore how Human-State Intelligence could become part of your existing product or workflow.
Evaluate integrationLet's discuss Embedded integration or a technology partnership.
Explore OEM / EmbeddedLet's define a pilot or proof of concept with a clear scope and success criteria.
Request a pilotTell us about the operational problem and we'll help identify the right starting point.
Talk to GUARAGUARA's capabilities can be evaluated on infrastructure you already operate, explored for integration into your products, or deployed as a complete solution. Each path starts with a technical and commercial conversation.
If you already operate cameras, Edge hardware or industrial systems, we can evaluate whether GUARA capabilities could be deployed on your infrastructure under a software licensing model. Compatibility is confirmed through a technical assessment.
Explore software licensingFor telematics providers, fleet platforms, software companies and integrators. GUARA is open to evaluating integration models with partners, from local execution to interfaces that deliver state and event information into existing systems. Tell us about your architecture.
Evaluate integrationFor manufacturers of cameras, Edge devices, vehicles, machinery and industrial equipment. GUARA is open to Embedded and technology-partnership conversations, from early technical assessment to potential joint development.
Explore OEM / EmbeddedFor organizations that need everything: local processing, GUARA software, event management and deployment hardware when required. An alternative path, delivered through GUARA Professional.
See GUARA ProfessionalGUARA can reach operators directly or through technology companies that already provide their infrastructure, products or distribution channels.
IN DEVELOPMENT Integration tooling, including SDK/API-style interfaces, is under development as part of GUARA's modular software evolution. Today, integrations are scoped and evaluated project by project.
GUARA Professional demonstrates GUARA technology running locally on real Edge hardware in professional mobility. It combines local processing, real-time operational alerts and event reporting in a complete deployment. For organizations without existing infrastructure, it is also the most direct way to evaluate the complete GUARA stack.
The current GUARA Professional deployment: complete local processing on low-cost embedded hardware.
A demonstrated mobile implementation in closed testing. It shows the same intelligence running on different hardware; it is not a separate commercial product.
Pilots are not limited to a complete deployment. They can take place in your operation, on your hardware or inside your platform.
GUARA in a real operation, typically with a complete GUARA Professional deployment.
Evaluating GUARA capabilities on the client's own cameras or Edge hardware.
Testing how state and event information could reach the client's platform.
A proof of concept around a manufacturer's device, vehicle or equipment.
Compatibility with client hardware or platforms is confirmed during the technical assessment, not assumed in advance.
Professional mobility is GUARA's first vertical and the context where it is demonstrated today. Expansion sectors share the same need and are open to evaluation; they are not current customers or deployments.
Professional drivers, passenger transport, freight and fleets. Home of GUARA Professional.
Sectors where operators face long shifts, repetitive tasks and safety-critical positions.
A long-term development direction, not a current deployment.
As tasks become more automated and systems gain autonomy, people increasingly move from executing the task to monitoring it, detecting exceptions and deciding when to intervene. That role still depends on attention. GUARA's long-term direction is to support this transition by interpreting the state of the people who supervise automated processes, teleoperated equipment and control centers.
A development direction, not a current deployment.
GUARA advances through incremental validation: controlled testing, implementation on real Edge hardware and evaluation in real driving conditions. We separate what has been demonstrated from what is still being evaluated, and share the details in technical conversations.
Evaluate GUARA in a pilotGUARA analyzes visual signals on the device. It does not need to identify the person and does not require sending continuous video to the cloud. Local processing reduces the need to transmit video and supports privacy-oriented, compliance-conscious architectures.
Analysis runs on the Edge device. Critical detection keeps working offline.
Evaluates operational-state signals, not who the operator is.
Images are processed locally. No continuous video stream is sent to the cloud.
Only operational events and metrics, and only when the configuration requires it.
Designed for operational safety, not worker surveillance.
Your answers help us understand the right starting point before the first conversation.
We'll review your current situation, infrastructure and what you want to evaluate so the first conversation can be useful.
If you need to add something, write to: guaraplatform@guaraplatform.com
Prefer to write directly? guaraplatform@guaraplatform.com · LinkedIn
Email us about: a pilotlicensingintegrationOEM / Embeddedsomething else