Inline Defect Detection in Aluminum High Pressure Die Casting (HPDC)

Detect casting defects in-line inside harsh production environments—without disrupting your cycle time through our seamless shadow-mode validation.

We deliver a complete, production-ready solution designed specifically for demanding high-pressure die casting environments:

Edge AI Cameras: High-speed cameras packaged in specialized protective enclosures to withstand severe industrial conditions, lubricants, and thermal spray.
Shadow-Mode Deployment: The system integrates passively into your plant background, learning variations without altering your active line speeds or PLC logic.
Structured 8-Week Validation: A dedicated onboarding phase where our models are fine-tuned directly on-site to perfectly separate harmless surface marks from actual structural casting defects.

Immediate Alerts: Instantly spot systematic tool or process defects the moment an aluminum component leaves the casting cell, preventing serial defects.
Massive Scrap Reduction: Minimize expensive material waste by stopping process drifts and shot-profile deviations within seconds instead of minutes.
Resource & Energy Efficiency: Save raw materials and secondary remelting energy by catching defective batches before they hit downstream machining and value-add steps.
Rapid ROI Deployment: We train and deploy our tailored AI models on your production floor in a matter of weeks, not months, ensuring a fast time-to-value without prolonged operational disruptions.

Camera Integration: Specialized hardware is safely positioned right at your aluminum die casting output line.
Edge AI Processing: Advanced computational models evaluate every single cast part in milliseconds on local edge servers.
Shadow-Mode Training: The system actively learns without disrupting active plant cycles.
8-Week Validation: Complete optimization to guarantee real-world, high-accuracy defect capture before active go-live.

Check if your production line is suitable for a structured 8‑week validation.