Jewelry OCR
Jewelry OCR, a process innovation by Completely Solution LLC, embodies the Industry 4.0 ethos by utilizing AI models to seamlessly identify custom-manufactured jewelry and generate receipts with the corresponding order IDs. This innovation optimizes the jewelry production and sales process through real-time data analysis, IoT connectivity, and smart systems, enhancing operational efficiency and accuracy while offering a more personalized and responsive customer experience.
Client
Completeful is a dynamic drop shipping fulfillment service offered by Completeful Technologies LLC. Our platform empowers business owners to effortlessly craft and sell a wide array of custom products without the usual burdens of overhead costs, inventory management, or storage concerns. The distinctive feature of Completeful is that you only incur costs for the items your customers have already purchased, eliminating the need for any upfront capital investment. We streamline the process, making it easier than ever for entrepreneurs to bring their unique products to market and thrive in the world of e-commerce.
Requirement
Completeful&apos:s impressive growth in just a few years is a testament to their success in the drop shipping fulfillment industry, particularly during peak periods like Mother&apos:s Day and Valentine&apos:s Day, when they receive thousands of custom jewelry orders. However, the challenge of accurately sorting these orders into the appropriate delivery mechanisms has become a substantial issue. The similarity in names and fonts across different orders has necessitated the employment of over 30 individuals during peak periods to manage this task, highlighting the time-consuming nature of the process. To sustain and further enhance their efficiency and customer service, Completeful may consider exploring innovative solutions, such as implementing advanced automated order sorting systems or AI-driven technologies to streamline this operation and ensure an even more seamless customer experience.
Challege
The challenge faced by Completeful, where state-of-the-art OCR models struggled to extract accurate text from customized jewelry due to non-standard letter arrangements and non-English names, was a significant hurdle. Additionally, the presence of extra &apos:o&apos: letters in some characters to facilitate wearability further complicated the process.
Solution
ASCII&apos:s innovative solution has masterfully conquered the challenges posed by the unique characteristics of customized jewelry text. This custom-built solution not only outperforms state-of-the-art OCR models but also boasts an outstanding accuracy rate of over 96% when it comes to precisely identifying and matching orders. The approach taken involved a fusion of multiple deep learning techniques, including signature matching, combined with the creation of a robust data extraction pipeline. This exceptional achievement underlines the transformative potential of tailored, domain-specific solutions in effectively addressing the intricacies of the e-commerce and jewelry industry, setting a remarkable standard for precision and efficiency.