Achieving perfect color consistency across thousands of LED luminaires in a large project remains a challenge. Manufacturers are now employing AI-driven «binning» and calibration systems. After production, each luminaire’s color output is precisely measured. Machine learning algorithms then group them into hyper-accurate bins or, more advancedly, automatically adjust the driver’s output to tune each fixture to a precise chromaticity coordinate before shipping. This end-of-line calibration ensures that all products for a project are a perfect match, eliminating the visible color differences that can occur even within standard ANSI bins. This attention to detail is critical for high-end architectural projects where visual uniformity is paramount, turning a manufacturing challenge into a competitive advantage.
