Blue Intelligence Launches AI Device for Pedal Misapplication Prevention

In South Korea, pedal misapplication is a significant cause of serious crashes involving older drivers, with 109 out of 149 suspected sudden-acceleration crashes investigated in 2025 confirmed as pedal misapplication. The problem is most prevalent at low speeds, in parking lots, and narrow streets, often reported as "sudden unintended acceleration."

Regulators are addressing the issue, but they are only implementing new-car safety standards. The UN standard for pedal misapplication prevention took effect in 2025, Japan will require it on new cars from 2028, and South Korea from 2029. However, older cars that older drivers actually use are left out of these regulations.

Blue Intelligence, a Korean startup, has developed a plug-in AI device called BEMT (Behavioral Event Monitoring Technology) to prevent pedal misapplication. BEMT uses a learning-based approach, time-aligning diagnostic-port data with its own high-rate motion sensor, which runs at 200 Hz or more. It scores the reliability of every signal and flags candidate events, such as sharp accelerator presses at low speed right after the brake is released or the car is shifted into gear. An on-device AI model then analyzes the two seconds before the press and the first fraction of a second after it. It estimates the probability of a mistake before the pedal reaches full travel.

BEMT also learns each driver's normal pedal habits and scores how far a new press deviates from it. When several people share a car, it identifies the current driver from the first few pedal presses using motion and GPS patterns. It adjusts its sensitivity for situations such as parking garages and slopes without additional obstacle sensors. It can also learn the signal layout of unfamiliar car models automatically, which speeds up support for new vehicles.

When a mistake is detected, the driver receives an immediate sound, voice, and light warning. Over time, anonymized data can show families and fleet operators how a driver's pedal response is changing. The device does not brake, steer, or cut acceleration; a false alarm results only in an unnecessary alert, never an unexpected loss of power while merging or crossing an intersection. This makes the device simple, safe to retrofit, and affordable.

Blue Intelligence is validating BEMT in real vehicles, including pilots with professional driver fleets, and plans to expand to individual drivers and aging markets such as Japan. The company has filed patent applications covering its core technologies.

Blue Intelligence is a Seoul-based AI mobility safety company developing retrofit technologies that protect older and professional drivers. Its work spans in-vehicle AI, edge AI, synthetic data generation, and AI-assisted emergency response.

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