Industrial AI is moving from the cloud to the edge. Smart cameras and edge computers now process data locally, reducing latency, bandwidth, and security risks. Following this trend, BL410 / BL440 / BL450 industrial computers with built-in NPUs provide a solid platform for AI-driven applications in manufacturing and logistics.
Real-time decisions – millisecond inference for quality control and robotics.
Less data traffic – only results, not raw images, go to the cloud.
Hybrid intelligence – combine rule-based control with AI models.
Security & reliability – local processing, rugged design, secure data.
1. Data Capture – Cameras, sensors, or vision modules collect images and signals.
2. Edge AI Processing – BL410 / BL440 / BL450 run AI models on the NPU for classification, detection, or anomaly recognition.
3. OT Integration – Results sent to PLCs or SCADA via Modbus, OPC UA, Profinet, etc.
4. Cloud / MES – Only summaries or flagged data uploaded for analysis and traceability.
Quality Inspection: Detect defects on production lines in real time.
Vision-Guided Robotics: Identify and locate objects for robotic picking.
Predictive Maintenance: Analyze vibration/temperature to forecast failures.
Multi-Sensor Fusion: Combine vision, thermal, and process data for adaptive control.
BL410 – Compact, mid-range NPU, ideal for machine-level vision tasks.
BL440 / BL450 – High-performance NPUs, multi-camera support, robust I/O for demanding applications.
bliiot Edge Tools – Quick deployment, secure remote management, scalable updates.
Industrial AI is no longer limited to the cloud. With bliiot BL410 / BL440 / BL450 industrial PCs, manufacturers can bring intelligence directly to the machine level—enabling faster, safer, and smarter operations.
