This session explores how collaborative, human-centred AI can strengthen fair trial guarantees across justice systems. Drawing on results from a pre-Summit hackathon, it presents a prototype Fair Trial Adviser that delivers transparent, citation-based legal guidance across languages. The discussion will highlight co-design, ethical safeguards, explainability, and inclusive access, alongside emerging guidelines for safe, responsible, and judicial AI.