Inconsistent capture angles, varying image resolution between inspections, and long gaps between surveys all degrade KPI accuracy. When inspection data is collected by different teams using different methods, comparisons over time become unreliable. Standardized, autonomous capture ensures every inspection produces comparable data, which is the foundation for accurate trending on reliability, performance, and maintenance KPIs.