UK SCALE Centre showcases real-world impact of AI and optimisation in manufacturing

Group of speakers standing in front of a presentation screen at a UK SCALE Centre event titled “AI and Optimisation in Manufacturing: From Theory to Practice,” held at Loughborough University.

The UK Supply Chain and Logistics Excellence (UK SCALE) Centre at Loughborough University brought together industry leaders and academics to explore how artificial intelligence and optimisation are being applied to real-world manufacturing challenges.

The event, AI and Optimisation in Manufacturing: From Theory to Practice, highlighted how research-led approaches can support businesses in improving production planning, operational performance and decision-making.

Delivered in collaboration with SupplyVue, the showcase centred on the Innovate UK-funded Accelerate CarbonVue Digital Platform project, demonstrating how advanced analytics, optimisation and AI can be translated into practical tools for industry.

Attendees from organisations including Jaguar Land Rover, McCormick & Company, Saint-Gobain, Elisa Industriq and the Manufacturing Technology Centre (MTC) joined the discussion, reflecting strong industry interest in applying data-driven approaches to complex operational challenges.

From research to operational impact

The session explored how UK SCALE’s research capability is helping businesses move beyond descriptive data towards actionable decision support.

Academic presentations demonstrated how optimisation models can improve production scheduling, reduce inefficiencies and support better resource utilisation in complex manufacturing environments. In parallel, AI-based approaches are enabling organisations to better understand the root causes of performance issues and identify targeted improvements.

Speaking at the event, Dr Grammatoula Papaioannou, Senior Lecturer in Business Analytics, said:

“Our work focuses on developing advanced optimisation models for operations and production planning that reflect real manufacturing decisions, specifications, and goals that enable better decision-making.

By integrating advanced analytics with real-world operational requirements, we can help organisations improve their performance and become more efficient by making fact-based decisions across their production systems.”

The research showcased how combining optimisation techniques with AI-driven decision support can help organisations address key industry challenges, including production variability, resource coordination and performance gaps.

Audience attending a UK SCALE Centre event on AI and optimisation in manufacturing, with a participant taking notes on a laptop in a lecture theatre at Loughborough University.

Enabling scalable, data-driven solutions

A key theme of the event was the role of collaboration in accelerating innovation and translating research into business value.

Through its partnership with UK SCALE, SupplyVue has been able to enhance the capability of its CarbonVue platform, improving the sophistication and efficiency of its optimisation algorithms and supporting the development of more scalable solutions.

Andy Birtwistle, Director at SupplyVue, said:

“Working with Loughborough and the UK SCALE Centre has given us access to research-led best practice, while also enabling us to go beyond established approaches and operate at the leading edge of capability.

The collaboration has not only advanced our optimisation algorithms and strengthened platform performance but has also helped validate our methods as robust and credible approaches. The partnership has been extremely positive, delivering valuable knowledge transfer, stronger capability in our platform, and early traction in the market.”

Driving collaboration between industry and academia

The event reinforced UK SCALE’s role as a national convener, bringing together research expertise and industry insight to address shared challenges.

By working closely with industry partners, the Centre aims to ensure that its research remains grounded in real-world needs while supporting organisations in navigating trade-offs between productivity, resilience and sustainability.

The discussions also highlighted the growing demand for solutions that bridge the gap between data and decision-making, particularly as organisations look to adopt AI and advanced analytics in operational settings.

To stay connected with the latest research, industry collaboration opportunities and upcoming events, you can join the UK SCALE Network.