Smart Manufacturing AI.
Quality at line speed. Zero cloud dependency.
Real-time defect detection, predictive maintenance, worker safety monitoring, and production line optimization. AI vision systems inspect every unit at line speed — on-device, on-premise, with zero latency.
Three deployment scales for manufacturing AI
From single inspection station to factory-wide AI — choose the right compute tier for your manufacturing AI deployment.
Line Inspector
- Cameras 1–2 high-speed cameras
- Inference 10ms per frame
- Power 15W fanless
- I/O GigE Vision + GPIO
- Mounting DIN-rail / bracket
- Software TensorRT + DeepStream
Production Edge Hub
- Cameras 4–8 inspection cameras
- Inference 5ms per frame
- Power 25W active cooling
- I/O GigE + RS-485 + OPC-UA
- Storage 1TB NVMe local
- Software MES integration ready
Factory AI Server
- Cameras 8–16 across lines
- Inference 3ms per frame
- Power 60W rack-mount
- I/O Multi-protocol gateway
- Storage 4TB NVMe RAID
- Software Full MES/SCADA integration
AI capabilities for the factory floor
Visual Defect Detection
Sub-millimetre defect detection at 100+ parts per minute. Scratches, dents, colour deviation, assembly errors — caught in real-time before downstream propagation.
Predictive Maintenance
Vibration, temperature, and acoustic anomaly detection on CNC machines, motors, and bearings. Predict failures 2–4 weeks before they cause unplanned downtime.
Worker Safety Monitoring
PPE compliance detection, restricted zone intrusion alerts, and near-miss identification. Real-time safety monitoring without invading worker privacy.
OEE Optimization
Real-time Overall Equipment Effectiveness tracking. AI identifies micro-stoppages, speed losses, and quality losses invisible to manual monitoring.
MES/SCADA Integration
OPC-UA, MQTT, and Modbus connectivity to existing manufacturing systems. AI inference results flow directly to MES for closed-loop quality control.
Assembly Verification
Multi-point assembly verification ensures every component is present, correctly oriented, and properly seated. Poka-yoke with AI — zero human inspection required.
Manufacturing AI applications
Automotive Quality Inspection
Paint defects, weld quality, panel gaps, and assembly verification at automotive line speed. Multi-camera 360° inspection per vehicle.
Pharma & Packaging
Blister pack inspection, label verification, fill-level check, and serialisation validation. GMP-compliant AI inspection with full audit trail.
Electronics Manufacturing
PCB solder joint inspection, component placement verification, and AOI augmentation. AI catches defects traditional AOI misses.
Textiles & FMCG
Fabric defect detection, colour consistency, packaging integrity, and label accuracy. High-speed inspection for consumer goods production.
RDP integration for manufacturing AI
Factory-Ready Hardware
IP54+ dust protection, wide temperature, DIN-rail mounting, and industrial I/O (RS-485, GigE Vision, GPIO). Designed for 24/7 production floor operation.
Protocol Integration
OPC-UA, MQTT, Modbus TCP/RTU, EtherCAT, and PROFINET connectivity. Bridge AI inference to your existing SCADA, MES, and ERP systems.
Make-in-India Manufacturing
GeM-listed for government factory automation projects. BIS certified. Eligible for PLI-linked and MII-mandatory industrial procurement.
Deployment Engineering
Camera placement, lighting design, model training consultation, and integration commissioning. RDP supports from PoC to production rollout.
Ready to bring AI to the edge?
Tell us your use case, performance requirements, and deployment scale. We’ll recommend the right platform, configure the right Edge PC, and deliver validated hardware — from pilot to production.