Today’s episode is hosted by Luke Vickers and they are joined on the podcast by Fredrik Wollsén, Chief AI Engineer at AI @ Your Service, Sami Pylkkanen, AI Lead at QOCO Systems, Tuomo Korkala, Vice President Data & Analytics at Huhtamaki and Rob Guinness, Senior Engineering Manager at Snyk.

The conversation explores what can be achieved with artificial intelligence today and how organisations are moving from experimentation to real-world impact. The exchange highlights current capabilities, realistic expectations and the importance of aligning use cases with business needs.

Discussion broadens to consider data readiness, engineering maturity and the balance between innovation and risk. Attention is given to scaling solutions responsibly, integrating AI into existing systems and supporting teams as adoption accelerates. Later, the conversation returns to artificial intelligence in the context of near-term value, examining how organisations prioritise initiatives, measure outcomes and build sustainable foundations for future development. The discussion offers perspective for leaders navigating practical AI adoption across diverse technical and organisational environments.