Utilitarian

Utilitarian

When circularity meets agility

How we helped Utilitarian build a scalable AI-powered platform for in-store product returns, from rapid prototype to live deployment across multiple retail stores.

The Challenge

For retailers, circularity is no longer optional: products must be taken back, reuse must be proven, and results must be reported. New regulations increase the pressure to make this practical. Utilitarian therefore made the pivot from a broad sustainability app to a focused solution for in-store returns, and looked for a local partner to quickly build a first version.

Our Solution

We started with a prototype: a browser-based tool that could recognize returned shoes using AI image recognition. This early version helped validate the concept with retailers and investors, but it was just the beginning. In every session that followed, we refined the platform: smarter features, sharper flows, and infrastructure fit for real stores.

The Outcome

The platform is now live with Pilots in multiple INTERSPORT and Runnersworld stores. It's fast and brandable, integrated with Utilitarian's AWS stack, and includes features like email automation and customer analytics. Just as important: it continues to grow through ongoing collaboration with each step grounded in actual retail use.

From mission to momentum

By the time we met Tim Lee, founder of Utilitarian, he had already made quite a journey - both literally and figuratively. Originally from Australia, he was building a European venture with a clear ambition: to make the circular economy work for retail brands - not only on paper, but on the shop floor.

Where most take-back schemes stop at an anonymous drop-off bin, Utilitarian wanted more: customer interaction, actionable data, and a tangible contribution to sustainability goals. Think of customers returning shoes or electronics in-store, having them recognized by AI, receiving a reward, and enabling brands to prove what actually happens with the returned items.

The timing was perfect. European regulation such as EPR, CSRD, and the Digital Product Passport (DPP) is putting increasing pressure on brands to not only recycle, but also to report. Utilitarian already had strong partners (including FastFeetGrinded), a clear vision, and was ready to build. The only question was: what was technically feasible – and how fast?

The power of a pivot

No startup follows a straight line. Utilitarian had once started with a broad sustainability app but learned that focus is crucial. So they made the pivot to a clear and urgent problem: making in-store product returns measurable and scalable.

Making such a choice takes courage. You have to let go of assumptions, sharpen your focus, and show your plan before it’s perfect. That’s where we came in. At 010 Coding Collective, we work in fast, collaborative loops - starting with a working concept and improving it through direct feedback and use.

On-location research at Runnersworld

From prototype to platform

Together with Tim, we moved from idea to working prototype in a single day and used that first version as a starting point for real-world learning. It wasn’t a one-shot build, but the beginning of an iterative process: each session brought new insights, sharper priorities, and a stronger product.

During the first session, we walked with Tim to a nearby Runnersworld store to observe how returns worked on the ground. Because building technology without understanding how it’s actually used? That’s not how we work.

As pilots followed in INTERSPORT and Runnersworld, we focused on what was needed next: secure data processing, automated email flows to reward customers, support for multiple brands, and integration into Utilitarian’s AWS infrastructure. We also made sure the platform could be deployed as a white-label solution so each store could maintain its own look & feel without duplicating effort.

The result is a platform that grew through real conversations, real usage, and real decisions, built to run in stores, adapt to change, and keep evolving.

Utilitarian platform in action

Super agile. But also robust.

We’re often asked to deliver that very first version – because someone has an investor demo at the end of the week, or needs something usable for spontaneous customer conversations. And we love doing that. But just as important is what comes next.

With Utilitarian, each version brought sharper focus and stronger foundations. It wasn’t about rushing to launch, but about learning quickly, adapting confidently, and building a platform that could grow in real-world conditions. That’s what agility means to us: speed, with staying power.

Key outcomes

  • Fast validation: From concept to working prototype in a single day
  • Iterative growth: Platform evolved through continuous feedback and real-world use
  • Scalable infrastructure: White-label solution integrated with AWS, supporting multiple retail brands
  • Live in stores: Active pilots in INTERSPORT and Runnersworld locations
  • Customer engagement: Automated email flows and analytics driving circularity goals

Services Used

The services we provided to deliver this solution.

Rapid Prototyping & MVP Development

Fast development of working prototypes and MVPs to validate your ideas and demonstrate to investors. From concept to clickable prototype in weeks, not months.

Full-Stack Development

Complete system architecture and full-stack development for robust, scalable applications. From concept to deployment, we build applications that grow with your business.

AI Integration & Automation

Transform your business processes with intelligent AI integration and automation solutions. From chatbots to workflow automation, we help you leverage AI to boost efficiency and reduce manual work.

What are your technical challenges?

We’re happy to start with a good conversation about your challenge and explore the best solution together.

010 Coding Collective hackathon
worth € 3,750

Risk-Free Hackathon

Join a one-day hackathon where we test and build on your idea. Not planning to use the outcome? Then you don’t pay – no questions asked.

Clarity on technical feasibility in just one day
Immediate validation with users or investors
Avoid costly technical mistakes early on