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Industrial AI

Industry 4.0 for the Mid Sized Factory: AI on the Shop Floor

We help smaller manufacturers turn traditional operations into data-driven ones, one practical step at a time. Using AI, IoT and spatial computing, you unlock efficiency, safety and productivity on the factory floor without a transformation programme. Start with one machine, measure the saving in money, and let it fund the next step.

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01

Up to 40 percent less unplanned downtime through predictive maintenance

02

Real-time visibility across your OT and IT data streams

03

Closed-loop optimisation on the factory edge, proven on one line first

Capabilities

Inside Industrial AI

Each capability is a focused, production-grade practice, deployed standalone or composed into an end-to-end solution.

Cognitive Digital Twins

Create virtual replicas of physical assets and processes to simulate, monitor and optimise industrial operations in real time.

  • Real-time 3D spatial modelling of physical assets
  • AI-driven simulation for process optimisation and bottleneck prediction
  • Seamless integration with OT and IT data streams for live monitoring

Advanced Computer Vision & Process Intelligence

Automate quality control, safety monitoring and operational tracking using cutting-edge computer vision capabilities.

  • Automated defect detection and quality assurance
  • Worker safety compliance and hazard identification
  • Video analytics for continuous workflow optimisation

Next-Gen Industrial IoT & Edge Computing

Deploy ultra-low latency intelligence directly to your industrial edge to process high-frequency sensor data securely.

  • High-frequency sensor data ingestion at the edge
  • Ultra-low latency predictive maintenance algorithms
  • Secure, decentralised data processing for remote industrial sites

Autonomous Systems & Smart Robotics

Orchestrate intelligent robotic fleets to streamline intralogistics and automate complex assembly tasks effortlessly.

  • Autonomous Mobile Robots (AMRs) fleet orchestration
  • AI-assisted collaborative robotics (Cobots) for assembly
  • Automated intralogistics and supply chain traceability
Offerings

Ways to start with Industrial AI

Packaged, practical engagements you can point at and begin, each scoped for a smaller team and a tighter budget.

Accelerator 6 to 8 weeks

Predictive Maintenance Accelerator

Stand up predictive maintenance on one critical machine and turn its unplanned downtime into a number you can see.

  • Connected data feed from the chosen asset
  • A working predictive model and live alerts
  • A simple dashboard and a costed business case

Ideal for: A plant owner who keeps losing hours to the same failures

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Managed Service

Factory Vision for Quality and Safety

Automated visual checking on one line, run for you, so you catch defects and unsafe behaviour without adding headcount.

  • Cameras and edge inference set up on one line
  • Defect and hazard alerts in real time
  • A short weekly quality report

Ideal for: A smaller manufacturer who cannot staff a full quality function

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Accelerator

Cognitive Twin Pilot

A working digital model of one line or process, so you can test a change before you spend on it.

  • A digital twin of one line or process
  • Simulation of a planned change
  • A bottleneck and capacity readout

Ideal for: An operations head planning a capacity or layout change

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Assessment 2 to 3 weeks

Operations Readiness Check

A short assessment that maps the data you already have, the gaps, and the one first use case worth doing.

  • A map of available data sources and gaps
  • A ranked shortlist of first use cases
  • A clear go or no go recommendation

Ideal for: An SME deciding whether the bigger steps are worth taking

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Explore other practices

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Let's build what doesn't exist yet.

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