As per the new guideline issued by Saudi Food and Drug Authority (SFDA), it is mandatory for temperature-controlled facility to have Data-Driven Thermal Analysis to meet the new requirement of Storage Regulatory. In a controlled temperature environment (CTE), temperature fluctuation is far from straightforward. With the implementation of thermal mapping technique, we can stabilize the temperature and humidity in a controlled environment (such as a warehouse, refrigerator, or vehicle). It ensures that your products are kept within the certain temperature range, minimizing the chances of spoilage or damage. Besides this, the study allows to identify any potential hot or cold locations which could possibly jeopardize the temperature-sensitive items.