September 20, 2023
2 Mins read
In the ever-evolving world of manufacturing, where precision and efficiency reign supreme, the adoption of automation has become a beacon of hope for industries seeking to enhance workflow processes and simplify processes. Large companies, despite their resources, often encounter challenges that demand innovative solutions. One such challenge confronted by the tire & vehicle manufacturing industries is the task of extracting critical information from a diverse range of textual components.
The Challenge with Manual Data Entry
Manual data entry and verification procedures were at the heart of the manufacturing challenges faced by most industries. While these processes were undeniably crucial, they proved to be time-consuming, error-prone, and resource-intensive. The crux of the issue lay in the need to manually extract data from a variety of textual components, including Vehicle Identification Numbers (VIN), VIN Plates, Stencil numbers, handwritten codes, Serial Numbers, Tire Sidewalls, and any other component numbers, which not only did this slow down production, but it also heightened the risk of costly errors.
A Vision for Automation
Scanflow helps in automating the identification of key phrases, named entities, and structured data within textual information, effectively eliminating the need for manual efforts.
The Objective of Scanflow
Scanflow extracts accurate data, encompassing VINs, Tire Identification Numbers (TIN), and Tire Numbers, from the myriad textual components strewn across the manufacturing process. This data played a pivotal role in quality checks and production management, making its accurate extraction non-negotiable. The process had to be highly accurate and reliable, ensuring that the data captured was error-free.
Achieving over 97% accuracy in capturing component text was a pivotal objective for Scanflow. This remarkable accuracy would significantly reduce the need for manual interventions, thus enhancing efficiency and minimizing the risk of costly errors. With such a high level of precision, the manufacturing company could trust that the data extracted by Scanflow was not only rapid but also dependable.
Resilience Through Offline Functionality
In an industry where downtime can have cascading effects on productivity, Scanflow also addressed the need for resilience. All captures were designed to function offline on edge devices, ensuring that the extraction process remained unaffected by connectivity issues. This robust feature was a testament to Scanflow’s commitment to keeping manufacturing processes streamlined and uninterrupted.
The Impact of Scanflow
The implementation of Scanflow automates manual data extraction processes. The manufacturing company experienced a surge in efficiency, as workers could redirect their efforts toward more critical tasks, while Scanflow diligently handled the data extraction.
Quality checks became more precise and consistent, with errors plummeting to an all-time low. The extracted data was no longer susceptible to human oversight, ensuring the highest standards of accuracy. This newfound accuracy translated into cost savings, as errors in manufacturing were reduced greatly.
As the implementation of Scanflow showcased its effectiveness, the manufacturing company’s reputation grew stronger within the industry. This perception not only attracted more business but also opened opportunities for collaboration and innovation.
Scanflow’s journey with the tire manufacturing company exemplified how automation could revolutionize processes, enhance efficiency, and elevate the quality of products. By automating data extraction from diverse textual components, Scanflow not only addressed the specific challenges faced by the company but also unlocked a myriad of benefits that extended throughout the industry as a whole.
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