REAL-WORLD SUCCESS
OCR can play a pivotal role in most industries and is incredibly impactful within manufacturing, where efficient data management and analysis are paramount. Key enhancements of OCR within manufacturing services may include:
In this brief case study, we will explore our client's challenges and results from a recent project, showcasing OCR's impact.
Our team at StandardData chose to implement an advanced, open-source OCR model, drastically improving the text recognition quality. This model effectively transformed previously unreadable records into clear, searchable text. Additionally, using open-source OCR provided more flexibility than compared to a proprietary model that may become obsolete in the near future. We migrated their system to Amazon Web Services (AWS) to improve processing efficiency, utilizing a serverless architecture. This allowed us to distribute the processing across hundreds and even thousands of machines, working in parallel, which significantly accelerated the OCR process.
Overall, OCR technology in manufacturing contributes to increased efficiency, accuracy, and compliance while reducing manual labor and operational costs. Its integration with other technologies such as machine vision and automation further enhances its utility in modern manufacturing environments.