Kamp, Cedric van derCedric van derKampMusawi, AnuschAnuschMusawiBursac, NikolaNikolaBursacRitzer, KatharinaKatharinaRitzer2026-07-302026-07-302026-07-0219th International Design Conference, DESIGN 2026https://hdl.handle.net/11420/64125Daily stand-ups often deviate from their intended efficiency. This study shows that challenges like unequal participation, recurring blockers, and lack of goal orientation can be made visible through an AI-based analysis method. Validated in several iterations with real company data, the method provides transparent and data-protection-compliant results. By identifying specific improvement potentials, the approach creates a data-driven foundation for teams to optimize their meetings and their collaboration.en2732-527X2026327336Cambridge University Press (CUP)https://creativecommons.org/licenses/by-nc-nd/4.0/agile developmentartificial intelligence (AI)daily stand-up meetingsprocess improvementteamflowTechnology::620: EngineeringConference Paper10.1017/pds.2026.1039110.15480/882.17690