Industrial AI
Engineered for Impact
We do not build hype. We build robust, custom AI systems that seamlessly integrate into your shop floor and solve real manufacturing bottlenecks.
Computer Vision & Quality Control
Say goodbye to human error in defect detection. We deploy state-of-the-art neural networks (CNNs, Vision Transformers) combined with industrial high-speed cameras to inspect products at speeds and accuracies no human can match.
- Detection of micro-scratches on metal surfaces (down to 0.1mm)
- Dimensional accuracy checks without manual measuring tools
- Classification of organic or unpredictable material defects
def inspect_part(image_tensor):
# Run optimized ResNet50
prediction = model(image_tensor)
defect_score = prediction['defect_prob']
if defect_score > 0.95:
trigger_pneumatic_ejector()
log_anomaly(defect_score)
return "REJECT"
return "PASS"Predictive Maintenance
Stop performing maintenance too early (wasting parts) or too late (machine breakdown). By analyzing vibration, acoustic, and temperature data through Edge AI, we predict component failures weeks in advance.
- Vibration analysis on CNC spindles to detect bearing wear
- Acoustic anomaly detection in complex gearboxes
- Up to 40% reduction in unplanned downtime
Anomaly Detection Score
Predicted Failure in
14 Days
Process Optimization & RL
Machine parameters are often set by gut feeling. We use Deep Reinforcement Learning and Digital Twins to permanently calculate the mathematical "Golden Batch" for your PLCs.
- Dynamic adjustment of cutting speeds based on material variance
- Reducing cycle times by 10-15% without sacrificing quality
- Energy consumption minimization via intelligent scheduling
Knowledge Management & RAG
Stop wasting hours searching for technical documentation, machine manuals, or historic maintenance logs. We build private Retrieval-Augmented Generation (RAG) systems that let your engineers chat securely with all your company's data.
- Chat directly with PDF manuals, CAD specs, and Excel logs
- 100% data privacy: On-Premise or secure Private Cloud
- Reduce search and onboarding time by up to 80%