Sensing the Unseen,
Empowered by AI.
Improving edge AI performance through multimodal signal fusion, enabling applications across smart cockpits, autonomous vehicles, smart city governance, and industrial domains.
AI That Works Where It Matters
We design edge AI chips that bring acoustic intelligence to vehicles, trains, factories, and public spaces. Our technology processes sound, vision, and environmental data in real-time—no cloud required.
Edge AI SoC
Custom silicon that runs AI models locally—under 10W power, sub-10ms latency. No internet needed.
Multi-Modal AI
Fuses sound, vision, and sensor data into one intelligent system. Sees, hears, and understands context.
Superior Performance
Delivers real-time processing—no cloud dependency, no latency, maximum efficiency.
Transforming Industries with Intelligent Edge AI
Our multi-modal AI solutions deliver measurable impact across automotive, transportation, industrial, and public safety applications.
AI Cockpit
Tailoring the cabin experience through intelligent sensing and active noise control to ensure ultimate occupant comfort.
- Senses biometrics to adapt environment
- Cancels noise for acoustic comfort
- Monitors safety for peace of mind
Autonomous Vehicles
Integrated AI inference and control in a single SoC, supporting multi-modal sensor fusion for real-time decision-making.
- Reduced power consumption
- Real-time decision-making
- Modular production ready
Industrial Applications
Deploy AI chips and acoustic devices for real-time abnormal sound detection, enabling proactive maintenance.
- Improved working environment
- Early warning for equipment
- Reduced maintenance costs
Smart City – Rail Transit
AI-driven active noise cancellation targets wheel-rail friction and structural resonance for superior passenger experience.
- Improved passenger experience
- Reduced cost compared to passive soundproofing
- Enhanced PA system clarity
Smart City – Homeland Security
Multi-modal AI fusion identifies earthquakes, gas leaks, explosions, or abnormal crowd movements in real-time.
- Reduced response time
- Enhanced urban safety
- Edge computing reliability
From Noise Cancellation to Environmental Understanding
Generation 1: Acoustic Foundation
- Active noise cancellation for automotive and industrial applications
- Proven technology in real-world deployments across multiple environments
Generation 2: AI-Powered Intelligence
- Multi-modal information fusion (imaging + audio + waveform) with edge AI learning
- Edge-based operation without network dependency, applicable to new and existing systems
Strategic Partners
Bridging industry expertise with academic research to drive continuous innovation.
TSMC
ArchiAct
HSW
CSSV
TINVA
ESGWD
CYCU
NTOU
NCKU
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