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.
LLM is an important technology in our methodology. From Rotterdam, we apply LLM in concrete projects and services, focusing on robust, scalable solutions that deliver real value.
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.
Expertises we frequently use alongside LLM.
Real-world projects and research articles where we applied LLM.
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.
Content teams create hundreds of tag variations. 'AI strategy', 'AI consulting', 'AI development'—all meaning 'AI'. We built a system that automatically groups similar tags by meaning instead of exact text matches, mapping 140 variations to 27 core topics in seconds while revealing content gaps.
In the run-up to elections, there's growing concern about AI chatbots offering biased political advice. We systematically tested GPT-4o with StemWijzer (a popular Dutch voting guide), both with and without user context. While the model leans slightly toward left-progressive parties, its most striking behavior is refusing to take strong positions. Built-in guardrails seem designed to prevent assumptions about your political preferences—unless you explicitly state them.
Our team has deep experience with LLM and related technologies. Discover which team members specialize in this expertise.
We’re happy to start with a good conversation about your challenge and explore the best solution together.
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