
Harnessing AI Foundation Models to Maximise the Potential of Digital Twins
AI foundation models are transforming digital twins, streamlining development, and overcoming challenges in deep tech. Discover how these advancements are unlocking new opportunities and driving innovation.


Using AI to build faster, more efficient models and simulations
Digital twins - the dynamic virtual representations of physical systems, are reshaping industries by enabling advanced monitoring, simulation, and optimisation. However, the complexity and cost of developing these digital counterparts have historically posed significant barriers. Recent advancements in AI foundation models are breaking down these obstacles, making digital twins more accessible and powerful than ever.
In this video, our consultants Andy Walker and Joe Milbourn discuss how AI might change the how we approach building digital twins in the future.


Unlock the full potential of digital twins
‘Digital twins’ offer numerous advantages both for the design and operation of complex technical products and processes. But developing them has – up to now – often been technically complex and costly, limiting their use to the most high-stakes applications.
In this Insight article, we discuss how AI foundation models could enable ‘seed’ digital twins to be created, forming a basis for the rest of the development process, and helping to make them more attractive economically.
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Balancing the value and challenges of digital twins in Deep Tech
Digital twins can be an extremely valuable tool in both the development of products, systems and plants and in optimally controlling or using such things when they’re in the field. However, the simplicity of the theory can often mask the challenges in their successful development, and significant skill is needed to navigate this tricky landscape.


Ready for Scale-up?
Optimising bioreactor design and operation using computational fluid dynamics and digital twins
Industrial biomanufacturing must forge ahead and invent its own process technology to scale up the production of food and materials.
Our areas of focus:
Deep Tech
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We deliver across the entire life of a project, from opportunity discovery to production engineering. Discover how our interdisciplinary teams of experts collaborate to tackle the toughest product development challenges.

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Software capability at TTP
Engaged in all stages of software and product development, our software capability at TTP covers the full spectrum—from in-depth analysis and system architecture to prototype design, implementation, and test development.

Manufacturing capability at TTP
Working seamlessly with our development teams, we take clients' products through prototype builds, clinical trials, pilot manufacture and more. Using TTP Manufacturing reduces uncertainty, risk and time to market for our clients.

Meet some of the team

Andy Walker

Joe Millbourn
