Home / AI & Machine Learning

Engineering and technology, under one roof.

Four disciplines that cover everything from the hardware on your shop floor to the AI in your cloud, delivered by one accountable team.

8–16 weeks

Typical AI/ML project, including data preparation and testing

Most industrial businesses already hold the data they need. It sits in sensors, logbooks and ERP systems. We turn it into models that forecast, detect and decide.

We start with the business problem, not the algorithm. Every model is trained on your real operating data, measured against agreed targets and integrated with ERP, MES or SCADA so it gets used every day.

What we offer

Five ways we put AI to work, from a first strategy session to models running in production.

Predictive analytics & forecasting

Models trained on your data to predict demand, equipment failures and sales. Your business context, not generic datasets.

Computer vision & image recognition

Automated quality inspection, defect detection and surveillance analysis, faster and more consistent than manual checks.

Natural language processing

Extract insight from customer feedback, technical documents and compliance reports. Automate classification and search.

Custom AI model development

Bespoke models from data strategy to training, validation and deployment, built for your industry.

AI strategy consulting

We identify your highest-impact AI opportunities, build a realistic roadmap and prioritise investment for return.

Not sure where to start?

Bring us one operational problem. We will tell you honestly whether AI is the right tool for it.

Our approach

A clear, five-stage path from your raw data to a model that improves every month.

  1. 01

    Discovery & assessment

    We understand your business, data maturity and goals. No assumptions and no generic pitches.

  2. 02

    Data engineering

    We clean, structure and prepare your data for AI. Great models start with great data.

  3. 03

    Model development

    We build, train and rigorously test models using industry best practice.

  4. 04

    Deployment & integration

    We deploy into production and integrate with ERP, MES, SCADA or your custom platforms.

  5. 05

    Monitoring & improvement

    We monitor performance, retrain as needed and keep improving accuracy.

Proven in production

Two recent AI deployments and the results our clients measured.

68%

Less unplanned downtime

A model reading 50+ sensor streams predicts equipment failures before they happen.

Predictive maintenance, automotive parts plant

99%

Defect detection accuracy

Real-time computer vision replaced manual inspection on a production line.

Vision quality control, electronics

Industries we serve

Our AI work spans six sectors, each with its own data and compliance needs.

Manufacturing
Energy & Utilities
Logistics & Supply Chain
Healthcare
Financial Services
Infrastructure

Works even better together

Our four disciplines are designed to connect. Most projects draw on two or more of them.

Software Development

Enterprise platforms, mobile apps and integrations built for growth.

Industrial IoT

Sensors, edge computing and live dashboards for connected operations

Hardware & Solar

Embedded systems, industrial controls and solar energy systems.

Let's explore what AI can do for you.

Share one operational problem and the data you have. We'll tell you honestly what AI can and cannot do for it.