Our system begins analyzing footage immediately after deployment. The AI algorithms are pre-trained for common scenarios, allowing for quick implementation. However, to ensure optimal performance and accuracy, we typically recommend a calibration period of 2-4 weeks. During this time, we fine-tune the system to your specific environment, validate accuracy, and adjust detection parameters based on your unique operational patterns.