Document Clerk is an AI worker that autonomously converts unstructured trade documents into structured, audit-ready data.
It extracts, validates, and reconciles line-items from BOLs, invoices, and packing lists with 99.9% accuracy - reducing processing costs by 90% (from $25 to under $1.50 per document).
What is Document Clerk?
- Paper Crisis Solution. An estimated 4 billion paper documents circulate in global trade at any time. Traditional OCR tools fail because they rely on rigid templates - when a supplier changes invoice layout, legacy automation breaks. This agent perceives documents like a human expert, understanding context and reasoning through data relationships regardless of format.
- Cognitive Document Processing. Lives within your email inbox and TMS. Instantly classifies documents (Commercial Invoice vs. Pro Forma), extracts consignee details, Incoterms, and line-item HS codes. Performs the "3-way match" - cross-referencing Commercial Invoice against Packing List and Purchase Order to ensure quantities, weights, and values align perfectly.
- Error Elimination. Manual data entry consumes 10 to 60 minutes per document with error rates between 18% and 40% for complex files. These errors cause customs inspections, demurrage fees, and reputational damage. Creates a "Digital Twin" of every shipment's paperwork in seconds.
- Decoupled Growth. Allows freight forwarders, customs brokers, and enterprise shippers to decouple growth from headcount, scaling document processing infinitely to meet seasonal peaks without temporary labor.
Replaces:
- Manual Data Entry - eliminates re-keying from PDFs into ERPs/TMS, which consumes 40-60% of staff time.
- Template Management - replaces brittle OCR software requiring constant IT maintenance for layout changes.
- Visual Verification - automates the "stare and compare" checking of packing lists against invoices.
- Email Attachment Triage - stops manual sorting of "shipping docs" emails, auto-classifies and routes attachments.
- Compliance Pre-Checks - replaces reactive discovery of missing data with proactive pre-filing validation.
Ready to see Document Clerk in action?
Why Document Clerk?
- Slash Operational Costs. Manual processing costs $5.00 to $25.00 per document when factoring labor, overhead, and error correction. Automation drives costs to $0.25 to $1.50 per document - approximately 90% reduction. Mid-sized firms handling thousands of monthly shipments save millions annually with direct gross margin improvement.
- Achieve Hyper-Accuracy. Human fatigue is inevitable; machine precision is constant. Manual entry error rates reach 40% in complex trade documents, causing customs penalties and stoppages. Advanced ML models trained on millions of documents achieve 99.9% accuracy - extracting from handwriting, multi-page tables, and low-quality scans.
- Accelerate Cash Cycle. Speed in documentation equals speed in cash flow. Digitizing documents in seconds enables instant invoicing and faster "Order-to-Cash" cycles. Validates vendor invoices against accruals immediately, preventing payment bottlenecks and capturing early payment discounts.
- Scale Without Headcount. Offers "elastic capacity" allowing firms to handle 300% to 500% volume spikes during peak seasons without hiring additional employees. Protects margins during downturns and prevents service degradation during upturns.
How It Works
Workflow Automation
How Document Clerk integrates with your systems
Receives documents via email, uses AI to extract data and classify document type, validates against rules, stores in DMS, and updates shipment records.
- Omnichannel Ingestion. Monitors API connections, dedicated email inboxes (e.g., imports@company.com), and cloud storage folders. Ingests PDF, JPEG, Excel, Word documents. Automatically separates combined file packets (single PDF with invoice, packing list, BOL) into discrete classified types.
- Contextual Extraction & Understanding. Uses computer vision and Large Language Models (LLMs) to read semantic context. Distinguishes "Shipper," "Consignee," and "Notify Party" regardless of layout. Extracts line-item details, quantities, unit weights, and HS codes from multi-page tables spanning dozens of pages.
- Logic-Based Validation (3-Way Match). Cross-references Commercial Invoice line items against Packing List and Purchase Order. Verifies line item totals match invoice value. Checks compliance flags like missing country of origin. Discrepancies isolated and flagged for human exception handling.
- System Synchronization. Pushes validated, structured data directly to ERP (SAP, Oracle) or logistics platforms (CargoWise) via API connectors. Triggers downstream actions: filing customs entries or generating payment vouchers without a single keystroke.
Get Started
Stop letting the "data entry tax" erode your margins. Deploy Document Clerk to digitize documents instantly, eliminate manual errors, and focus on moving freight rather than paper.
See how Document Clerk works for your business
Core Capabilities
Template-Agnostic Extraction
Extracts data from any document layout without training templates, handling variable formats from thousands of different vendors.
Automated 3-Way Matching
Reconciles Commercial Invoices, Packing Lists, and Purchase Orders automatically to identify discrepancies in quantity or value instantly.
Handwriting Recognition
Deciphers handwritten notes, stamps, and signatures on Bills of Lading and Proof of Delivery documents with high accuracy.
Line-Item Digitization
Converts complex, multi-page PDF tables into structured line-item data for direct ERP integration and granular inventory visibility.
Who It's For
Customs Brokers
Deploy Document Clerk to automate the entry writing process. The agent converts customer invoices into customs declarations in minutes, increasing files-per-operator capacity by **4x** and eliminating the backlog during peak seasons.
Freight Forwarders
Use the worker to ingest carrier Bills of Lading and vendor invoices. It automates the creation of house bills and client invoices, reducing the "swivel chair" data entry between carrier portals and internal TMS systems.
Enterprise Importers
Implement the worker to audit high volumes of inbound shipping documentation. The agent validates every commercial invoice against contract rates and POs, preventing overpayment and ensuring audit-ready compliance for duty drawback programs.
Value Outcomes
Cost Reduction
90% cost savings
Slash administrative overhead by automating manual entry. Moving to AI processing reduces the cost per document from over $5.00 to under $1.50, delivering a **90% reduction** in direct processing expenses.
Accuracy & Compliance
99.9% data accuracy
Eliminate human error in critical trade data. AI-driven validation achieves **99.9% accuracy**, preventing costly customs fines and reducing the risk of cargo holds due to documentation mismatches.
Processing Speed
11x faster processing
Accelerate document turnaround times drastically. The agent processes complex trade documents in seconds rather than hours, enabling **11x faster** shipment clearance and invoicing cycles.
Staff Productivity
15k hours saved/mo
Liberate skilled workforce from data entry. Automation saves up to **15,000 hours per month** for large enterprises, allowing staff to refocus on customer service and exception management.
Strategic Value for Decision Makers
For the CFO
**Cost Control & Cash Flow.** The Document Clerk converts a high-variable labor cost into a low fixed cost, reducing OpEx by 90%. It accelerates the 'Order-to-Cash' cycle by digitizing proofs of delivery and invoices instantly, reducing DSO and preventing revenue leakage from billing errors.
For the COO
**Scalability & Resilience.** This agent decouples our operational capacity from our headcount. We can handle 5x the volume during peak season without hiring temp staff or burning out our team. It eliminates the single point of failure in our document workflows and ensures 24/7 processing capability.
For the Owner
**Asset Value & Modernization.** Implementing this AI worker transitions our business from a 'people-heavy' brokerage to a 'tech-enabled' platform. It builds a proprietary data asset from our documents, increasing our enterprise multiple and proving we are future-proofed against digital-first competitors.
Why Export Arena
Document Clerk is not a standalone tool - it's part of Export Arena's AI & Automation Department as a Service. Pre-trained on global trade nuances, from HS codes to geopolitical risk, it delivers strategic insights tailored to C-suite decision-making. We provide resilience as a service.
See how Document Clerk works for your business




