- Sample Preparation: Preparing samples without altering their nanoscale properties can be difficult. - Resolution and Sensitivity: Achieving sufficient resolution and sensitivity to detect and characterize nanoscale features. - Interpretation of Data: The complex data obtained from these advanced tools often require sophisticated analysis and interpretation. - Cost and Accessibility: High-end analysis tools can be expensive and may not be readily accessible to all research institutions.