The Conditioned Place Preference (CPP) paradigm measures motivational valence by tracking the time subjects spend in environments paired with specific stimuli. While manual observation often introduces bias and variability, Clever Sys transforms this methodology through automated video-based behavior recognition. Our advanced AI-driven platform captures micro-behaviors with high-fidelity precision, significantly increasing data throughput and experimental reproducibility for preclinical research labs. By replacing subjective scoring with objective, real-time analytics, Clever Sys provides scientists with a robust, scalable solution that accelerates drug discovery workflows. This technological leap ensures consistent results across different studies while strictly maintaining necessary laboratory compliance standards.