One surprising insight is that Lisbon startups may underestimate the impact of GDPR on AI strategy. In our experience with enterprise teams, data governance often takes a backseat until it's too late. A practical framework we use is embedding compliance checkpoints directly into AI workflow stages, ensuring privacy and ethical considerations are addressed early and often. This proactive approach can prevent disruptions and foster trust with international clients. - Ali Muwwakkil (ali-muwwakkil on LinkedIn)