Skip to content

Intelligent solutions for stronger manufacturing.

We connect equipment and data, predict problems before they stop production, and give operators a clearer view of how plants are running.

Our experience

Our experience in manufacturing covers industrial IoT, predictive maintenance and digital twins. The sections below describe the problems we help solve.

An engineer with a tablet beside an industrial robot arm on a factory floor.

Challenges in the sector

  • Unplanned downtime

    Equipment failures stop lines, delay orders and cost far more than planned maintenance.

  • Disconnected machines and systems

    Data from equipment, sensors and enterprise systems rarely comes together.

  • Decisions made on yesterday's data

    Operators react to problems after they have happened.

  • Hard to test changes

    Trying new settings or layouts on a running line is risky and expensive.

Where we can help

Industrial IoT

Connect machines and sensors, and bring their data to the cloud in near real time.

Predictive maintenance

Models that spot early signs of failure so work can be planned before breakdowns.

Anomaly detection

Identify unusual patterns in production and equipment data.

Digital twins

Virtual models of equipment or processes for simulating changes and optimising operations.

Operational dashboards

A consistent view of performance across lines, plants and sites.

Workplace environment monitoring

Continuous monitoring of conditions such as temperature, humidity and indoor air quality, with alerts for critical levels.

How we deliver

  1. Choose a line or asset

    Start where downtime or quality issues cost the most.

  2. Connect and collect

    Bring data from equipment and systems into a common platform.

  3. Model and validate

    Build predictive models and check them against known events.

  4. Integrate with operations

    Put alerts and insights into the tools maintenance and production teams use.

  5. Scale

    Extend to more assets and sites.

Technical foundations on AWS

Built on AWS IoT, data and machine learning services.

  • AWS IoT Core
  • AWS IoT SiteWise
  • AWS IoT TwinMaker
  • Amazon S3
  • Amazon Kinesis Data Streams
  • Amazon SageMaker AI
  • We work with the control and monitoring systems you already have.

Security, governance and operations

  • Operational safety first

    Insights inform decisions. Control of equipment stays with your systems and people.

  • Secure connectivity

    Device identity, encryption and network segmentation between plant and cloud.

  • Data ownership

    Your production data stays under your control.

  • Reliable operations

    Monitoring and support so insights keep arriving.

Have an AI or Cloud challenge to solve?

Let's identify the opportunity and determine the right path to a working solution.

Discuss Your Initiative