Vision analysis
Visual tracking, object and event detection, motion capture, motion analysis, IR, and thermal imaging depending on the system's operating conditions.
We design and deploy installations and systems that combine the analysis of image, sound, sensor data, and robotics with AI/ML. From research and concept to prototype, hardware/software integration, and operation in real-world space.
Systems tailored to the environment
Every project starts with understanding the goal, the operating site, the type of data, the system's responsibility, and the level of human control.
Visual tracking, object and event detection, motion capture, motion analysis, IR, and thermal imaging depending on the system's operating conditions.
Acoustic analysis, audio events, synchronizing sound with image, and merging multiple signal sources into a single operational context.
Integrations with radar, lidar, cameras, presence sensors, telemetry, robots, actuators, and other elements operating in a real-world environment.
ML models, decision rules, alerts, dashboards, automated actions, and human oversight procedures wherever the system touches significant processes.
Systems supporting observation, the flow of people, interaction with surroundings, event analysis, and information management on site.
Solutions for situational analysis, detection, monitoring, tests, and prototypes, designed with an emphasis on accountability and operator control.
Process monitoring, quality control, environmental-state analysis, maintenance support, and integration with existing systems.
Interactive installations, exhibits that respond to people, educational experiences, and tools that connect technology with narrative.
In projects like these, technology is only part of the puzzle. Procedures, operator accountability, data quality, the way the system reacts, and the plan for when AI needs to be switched off or corrected matter just as much.
We identify the goal, the space, the risks, the data, and the legal constraints.
We design the hardware/software and robotics architecture and the way signals are combined.
We build a prototype and test the data, accuracy, and behavior of the system in near-real conditions.
We deploy, document, train operators, and plan manual-operation procedures in case of a failure or incorrect AI behavior.
We can help shape the direction, assess available technologies, design the architecture, and lead the deployment. This is the area where AI meets hardware, sensors, robotics, human-machine interaction, and responsible operational practice.
Multisensory systems
Describe the space, the type of data, the operational goal, and the constraints. We'll choose a research direction, an architecture, and a feasible deployment scope.