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Manufacturing

Smarter Operations From Factory Floor to Cloud.

Manufacturers are connecting machines, systems and people to improve quality and efficiency. We engineer the integrations, data platforms and applications that make it possible.

Common technical challenges

What manufacturing teams tell us.

  1. 01

    Operational data silos

    Machine, MES and ERP data rarely come together in one place.

  2. 02

    Quality control

    Defects found late are expensive to correct.

  3. 03

    Legacy systems

    Ageing applications are difficult to integrate and maintain.

  4. 04

    Planning accuracy

    Demand and maintenance planning rely on incomplete information.

Example engagement scenarios

What an engagement could look like.

These are illustrative scenarios describing how our services can be applied. They are not case studies or descriptions of past client projects.

Recommended technologies

  • Azure IoT
  • AWS IoT
  • MQTT
  • Apache Kafka
  • Databricks
  • Python
  • PyTorch
  • Power BI
  1. Illustrative scenario 01

    Production analytics

    Collecting machine and MES data into a cloud platform for OEE dashboards.

  2. Illustrative scenario 02

    Visual quality inspection

    A computer vision model flagging potential defects for operator review.

  3. Illustrative scenario 03

    ERP integration

    Connecting production systems with ERP for accurate inventory and order status.

FAQs

Questions from the sector.

Our engineers integrate with common protocols such as MQTT and OPC UA through gateways and cloud IoT services.

Usually not. We integrate and extend existing MES and ERP platforms before considering replacement.

Building for manufacturing?

Tell us about your goals and constraints, and we'll recommend a practical engineering approach.