Design driven AI workflows, digital capture and visual production

IRLABS is a small research and production lab working at the intersection of design, visualisation and artificial intelligence.Our background is in design. Over the last 16+ years we have worked across 3D visualisation, materials, rendering pipelines and digital asset production. From product design to automotive and ecommerce, we have spent years inside real production workflows.

Today AI is changing how creative work gets done. Many teams are experimenting with new tools but struggle to integrate them into real workflows.

IRLABS helps bridge that gap.

We explore how AI can support designers, creative teams and organisations by building practical systems that improve the way work gets done.
Innovation is important. So is craft.

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AI Workflows for Creative Teams

Artificial intelligence opens up powerful new possibilities for design and production. But tools alone are not enough. What matters is how they fit into real workflows.

IRLABS works with organisations to design practical AI pipelines that help teams generate content faster, explore ideas more freely and streamline production processes.

This can include building AI assisted concept generation pipelines, automating visual content production or creating internal tools that support design teams.

Our approach always starts with the same question. What does the team actually need in their daily work?By understanding existing processes we can introduce AI in ways that enhance creativity instead of disrupting it.

Training & Workshops

Many teams want to understand how AI can support their work but struggle to move beyond experimentation.

IRLABS provides training sessions that help creative teams understand how these new tools can fit into their existing processes.

Our workshops focus on practical workflows for designers, marketers and product teams. Rather than focusing on individual tools, we teach how AI can support concept development, product visualisation and content production.

The goal is simple. Help teams feel confident using AI while maintaining the craft and quality that design requires.

Research & Development

Technology moves fast. Many companies want to explore new ideas but do not have the time or space to experiment internally.

IRLABS acts as an external R&D partner for organisations that want to explore new creative technologies and workflows.

We help teams prototype new ideas, test emerging tools and develop proof of concept systems. Sometimes this leads to new internal tools. Sometimes it reveals entirely new ways of working.

Because our background is rooted in design production, these experiments stay grounded in real creative needs.

Digital Twins & AI Asset Creation

Turning physical products into intelligent digital assetsMany products still exist only in the physical world. To use them in modern design, marketing and AI workflows they first need to become accurate digital assets.

IRLABS combines high precision 3D scanning with AI training pipelines to create detailed digital twins of real objects.Once captured, these digital assets can be used for product visualisation, interactive web experiences and AI systems trained specifically on your products.

We also train custom LoRA models using imagery. This allows companies to generate consistent AI imagery while preserving the form, materials and identity of the original design.By combining scanning, digital asset creation and AI training, physical products become flexible digital systems that support design, marketing and communication across many platforms.

Material Digitising