Case Studies

Transforming Operations with Precision – Automation That Delivers Results.

Case Study (June 2023) : Enhancing Bill of Lading Processing: A Logistics Company's Journey to 99.7% Accuracy with OCR Automation

About the client

  • Our client is a leading logistics company renowned for providing comprehensive transportation and supply chain solutions.

  • With a commitment to technological innovation, the company aims to enhance operational efficiency and data accuracy.

Objective

Streamline the data entry process for Bill of Lading (BOL) documents.

Goals :

  • Improve accuracy of data entry.

  • Enhance efficiency in processing.

  • Ensure compliance with industry standards.

  • Reduce turnaround time to 12 hours

Challenges

  • Handwritten Bill of Lading (BOLs) varied in quality and legibility.

  • Illegible handwriting and smudges hindered manual entry.

  • Inconsistent formats increased processing time and errors.

  • Risk of compliance issues due to data inaccuracies.

  • Invoices from multiple offices of global company linked to

  • different Accounts Payable offices

  • 26 Invoices in multiple languages.

Problem Statement

  • Previous vendors struggled to scale with fluctuating invoice volumes, leading to inefficiencies.

  • Maintaining strict accuracy and deadlines was a consistent challenge.

  • Financial risks emerged due to potential inaccuracies in invoice data processing.

  • The client required a reliable partner to ensure compliance with Service Level Agreements (SLA) for accuracy and timely processing.

Proposed Solutions

  • Pilot Phase: Conducted an intensive two-month pilot to demonstrate capability in meeting accuracy standards and seamless integration with the client’s platform.

  • Quality Control: Established a dedicated Quality Control team to identify workflow anomalies and create a roadmap for handling exceptions.

  • Validation Testing: Developed a tailored program for validating completed XML files to ensure compatibility during the import process.

  • Staffing Optimization: Optimized shifts and staffing to manage volume surges of up to 75%, ensuring timely processing of invoices.

Results

  • Volume Processed: Over 33,000 Bill of Lading (BOL) documents processed within a span of 3 weeks.

  • Data Points Extracted: 11 critical data fields extracted for each Bill of Lading (BOL) entry.

  • Accuracy Rate: Achieved an accuracy rate exceeding 99.7%, significantly higher than manual data entry accuracy.

  • Efficiency Gains: • Streamlined processing reduced the time taken for data entry. • Enhanced data consistency across the logistics chain

  • Operational Impact: Improved overall operational efficiency. Reduced likelihood of errors, mitigating compliance risks.

  • Industry Positioning: Established the client as a leader in adopting innovative solutions within the logistics industry, setting a new standard for accuracy and efficiency in document processing.

Recommendations

  • Continue leveraging OCR technology for document processing.

  • Invest in ongoing training and refinement of the system to adapt to evolving data formats.

  • Maintain a robust feedback mechanism to support continuous improvement and enhance data accuracy.

  • Regularly assess and update the data entry processes to align with industry best practices.

Conclusions

  • The automated data entry system successfully processed over 33,000 Bill of Lading (BOL) documents in just three weeks, achieving an accuracy rate exceeding 99.7%.

  • This implementation not only improved operational efficiency and reduced processing times but also positioned the logistics company as a frontrunner in adopting innovative solutions, setting a new industry standard for document processing accuracy and efficiency.

Contact Number

+91 0820 3536154