Comparing data stored in HBase, a data warehousing platform for semi-structured data, and Solr, a search engine platform, presents a unique challenge due to the inherent differences between these two systems. This paper will explore the challenges of this comparison and propose effective strategies to overcome them. Performing this process manually can be time-consuming and labor-intensive. However, our simple Unix Shell Script automates the process, saving an estimated 15,000 soft dollars.