Industry

Manufacturing & Industrial

Smart factory, asset performance, Industry 4.0.

Modern manufacturing demands intelligent systems that connect the shop floor to the boardroom. TDS Global engineers the data pipelines, automation platforms and IoT infrastructure that give manufacturers real-time visibility, predictive capability and operational excellence at scale.

Industry Context

The landscape we operate in.

Manufacturers are under simultaneous pressure to increase throughput, reduce defects, manage supply chain volatility and lower energy costs — while managing ageing infrastructure and skilled labour shortages. Technology is the force multiplier that makes this possible.

Key Challenges

What makes this industry technically complex.

Legacy OT & IT Silos

Operational technology (PLCs, SCADA) and IT systems operate in disconnected silos, preventing unified visibility and decision-making.

Unplanned Downtime

Equipment failures caught reactively cost 5–10× more than planned maintenance. Predictive systems require real-time sensor data and ML models.

Quality at Scale

Manual quality inspection cannot keep pace with production volumes. Vision-based AI inspection delivers consistent accuracy at line speed.

Supply Chain Fragility

Demand volatility, supplier disruptions and logistics delays require intelligent planning systems that adjust dynamically.

Energy Optimisation

Energy is a major cost input. Monitoring and controlling consumption at machine level delivers measurable savings.

What We Do

Our work in Manufacturing & Industrial.

Smart Factory Platforms

Connecting PLCs, SCADA systems and sensors to cloud analytics platforms for real-time OEE visibility and control.

Predictive Maintenance

Vibration, temperature and pressure sensor pipelines feeding ML models that predict equipment failure days in advance.

AI Quality Inspection

Computer vision systems deployed on production lines for automated defect detection at line speed.

MES & ERP Integration

Connecting manufacturing execution systems to ERP platforms for production planning, costing and compliance.

Digital Twin

Virtual replicas of production assets enabling simulation, optimisation and what-if scenario modelling.

Supply Chain Intelligence

Demand forecasting, supplier risk monitoring and logistics optimisation powered by data and AI.

Outcomes

What our clients achieve.

Measured results delivered across engagements in this sector.

15–25% reduction in unplanned downtime through predictive maintenance

OEE visibility across all production lines in real time

Defect rates reduced by 30–50% through AI visual inspection

10–20% energy cost reduction through intelligent monitoring

End-to-end production traceability from raw material to finished goods

Technology Stack

Platforms & tools we use in this sector.

AWS IoT GreengrassAzure IoT HubOPC-UAMQTTDatabricksTensorFlowSAP S/4HANAInfluxDBGrafanaKafka
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