The Story
In the global supply chain, the Bill of Lading (BoL) is the most critical document—and the most frequent bottleneck. For a global logistics leader, processing thousands of non-standardized, multi-language BoLs every day was a massive operational burden.
Clavis Tech engineered a high-performance AI-driven automation platform that ‘reads’ and understands shipping documents. By moving from manual transcription to automated data extraction, we’ve enabled the client to clear cargo faster, reduce demurrage costs, and provide real-time visibility to their global customers.
The Challenge
The primary obstacle was document variability for a global logistics leader. No two shipping lines use the exact same BoL format. Data points like Container Numbers, Seal Numbers, Port of Loading, and Commodity Descriptions are scattered across different layouts, often in low-quality scans or handwritten notations.
The client’s team of data entry specialists was struggling with ‘Information Overload.’ Manually typing this data into their ERP system was slow and prone to ‘Transposition Errors’—where a single mistyped digit in a container number could lead to a shipment being ‘lost’ at a port or stuck in customs. During peak shipping seasons, the backlog of unprocessed documents led to significant delays in invoicing and port clearances, costing the company thousands in daily operational inefficiencies.
The Solution
Clavis Tech deployed an Intelligent Document Processing (IDP) solution specifically tuned for the maritime industry. Our roadmap focused on ‘Contextual Extraction.’ Unlike standard OCR that merely recognizes text, our AI uses Natural Language Processing (NLP) to understand the relationship between fields, identifying the ‘Shipper’ vs. the ‘Consignee’ regardless of where they appear on the page.
We implemented a Continuous Learning Loop where the system improves its accuracy with every document processed. We integrated this engine directly with the client’s existing Oracle-based ERP, ensuring that once a BoL is scanned, the data is validated and pushed to the system in seconds. We also built a ‘Human-in-the-Loop’ (HITL) dashboard, where the AI flags low-confidence characters (like blurry handwriting) for a quick 5-second human verification, ensuring near-perfect data integrity.
Solution delivered:
- Advanced AI/ML classification: Developed models to automatically recognize and categorize MBLs vs. HBLs and identify specific data fields across hundreds of unique layouts.
- AI-first OCR engine: Engineered to handle skewed, low-resolution, and multi-page BoLs with high-fidelity text extraction.
- Intelligent field mapping: Utilized NLP to automatically identify and extract over 40 critical data points (Port of Discharge, Weight, HTS Codes, etc.).
- Automated validation logic: Built-in checksum verification for Container and Seal numbers to catch errors before they enter the ERP.
- Multi-language support: Enabled the system to process documentation in multiple languages, supporting global trade routes.
- Secure cloud integration: Developed a RESTful API to sync validated data directly into the client’s central logistics management system.
- Human-in-the-loop (HITL) dashboard: A high-speed interface for manual verification of ‘exception’ cases, ensuring 100% data reliability.
Automating shipping lifecycle for operational excellence with AI
The Result
The implementation of the IDP platform has fundamentally shifted the logistics provider’s operational velocity. By automating the most tedious part of the shipping lifecycle, they have achieved a level of ‘Touchless Logistics’ that was previously unattainable.
Radical efficiency gain
The time required to process a single Bill of Lading was reduced by 88%, moving from 15 minutes of manual work to under 2 minutes of automated processing.
Superhuman accuracy
By eliminating manual typing, the client achieved a 99.2% data accuracy rate, significantly reducing customs delays and mis-shipments.
Significant cost reduction
The automation of high-volume clerical tasks has resulted in a 45% reduction in administrative overhead per shipment.
Accelerated port clearance
Real-time data availability has allowed for 'Pre-Arrival' documentation filing, reducing container dwell time at the port.
Impact by Numbers
AI-powered IDP and ICR automated multi-format document extraction, transforming a 24-hour manual verification cycle into a one-hour integrated workflow that ensures high-speed data accuracy and seamless backend synchronization.
0
Manual data entry
Elimination of repetitive, manual typing for key fields.
0%
Digital traceability
1 Hour
Reduced processing time
Total time to process a daily batch (down from 24 hours)
