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TCO Calculator
for Data Extraction from Courier Receipts

Enterprises handling large shipment volumes face challenges in extracting and reconciling courier and postal receipt data. Manual entry of shipment numbers, addresses, charges, and tracking details is error-prone and time-consuming. Traditional OCR systems capture text but lack intelligence to standardize addresses, validate charges, or detect fraudulent receipts, leading to billing disputes, compliance risks, and inefficiencies.

AI-powered document processing automates extraction and reconciliation by combining OCR with NLP and vision models. It standardizes addresses, validates charges, links receipts to tracking data, and cross-verifies proof of delivery. This reduces fraud, ensures billing accuracy, and accelerates audits while enabling analytics on courier operations. This total cost of ownership calculator helps you evaluate the true ROI of the category using modern AI powered alternatives over traditional OCR based solutions.

Key Use Cases:

Automated Receipt Data Extraction
Extracts shipment numbers, sender/receiver details, dates, charges, and tracking codes from scanned or digital receipts using OCR + NLP.

Address Standardization & Validation
Normalizes and verifies sender/recipient addresses against postal databases to ensure accurate delivery.

Fraudulent Receipt Detection
Identifies altered or forged receipts by analyzing layout, fonts, barcodes, and shipment data for inconsistencies.

Courier Charge Verification
Validates billed charges by comparing receipt details such as weight, distance, and service type against tariff rate cards.

Bulk Receipt Processing & Archiving
Batch-ingests large receipt volumes, tags metadata, and archives in a searchable repository for audits and compliance.

Tracking Number Extraction & Linking
Captures tracking codes and integrates them with shipment APIs for real-time monitoring and automated updates.

KPI & Analytics Dashboard Feed
Feeds receipt data such as origin, destination, timestamps, and service type into dashboards for performance tracking and route optimization.

Proof of Delivery Reconciliation
Cross-verifies receipts against signed or digital proof-of-delivery (POD) records to ensure shipments are correctly billed.

Multi-Language Receipt Processing
Processes courier receipts across languages and formats using multilingual OCR and translation for global operations.

Estimate Your ROI

Start by selecting a typical scenario or adjust the baseline details to reflect your exact needs. The calculator will update automatically.

0 1M+
0 15
99
0 100
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TCO with Existing Solution

Legacy OCR achieves 80% accuracy, capturing basic receipt text but failing on address validation, charge verification, or fraud detection. Manual teams must cross-check shipments, reconcile charges, and audit receipts, increasing labor effort and error risk.

$
80
75 95

TCO with AI-based Solution

Modern AI combining OCR, NLP, and vision reaches 92% accuracy ±2%, automating extraction, address validation, charge checks, and reconciliation. While more accurate, generic AI still cannot detect all anomalies, requiring limited human verification for compliance.

$
92
75 95
ScryAI Reset entire calculator

  • $456042.00 TCO with your
    current system (A)
  • $473542.00 Total Cost of
    AI-Based System (B)
  • $-17500.00 ROI(A-B)
  • ROI(A-B) $-17500

Your ROI Is Negative $-17500.00 ROIROI

Your AI investment isn’t delivering expected savings. This may indicate inefficiencies or incorrect assumptions in your current workflow.

You can save $42500.00 using Collatio i.e. 22.22% savings.

Contact us to identify more optimization opportunities.

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