Puri-Checker is a breakthrough QA innovation vital to the recycled plastic industry. The market suffers from a lack of trustworthy reports on material quality due to non-standardized analysis methods. Conventional processes rely on unreliable technology and manual resources, which often lead to industrial disputes over material quality. Puri-Checker directly addresses these challenges by utilizing advanced optical recognition and deep learning software. It identifies 9 types of plastic, their colors, and metallic particles with 98% accuracy. The process reduces quality verification time to as little as 2 hours, all at a processing fee that is 40% to 60% lower than existing methods. By delivering objective, data-driven reports, Puri-Checker enables the standardization of quality assessment across the industry. This reinstates trust in the recycled plastic market and ensures fairness and transparency in all transactions.