Accurate data collection is vital for Gemba walks, but teams often face challenges with inconsistent data recording, lack of standardized methods, and incomplete information. These issues can result in unreliable insights and ineffective solutions. Implementing standardized data collection procedures and training employees on their importance can help ensure accurate and actionable data is gathered during Gemba walks.