Automated Data
Extraction from QR Codes
Intelligent capture, decoding, and zero-touch integration of QR code data into your enterprise systems. Say goodbye to manual scanning.
The Legacy Extraction Problem
Logistics, manufacturing, and healthcare rely heavily on QR codes. Yet, enterprises are held back by fragmented point solutions, manual re-keying, and massive processing delays.
Manual Dependency
Employees manually scan and transcribe data—time-consuming and error-prone.
Volume & Scale
Thousands of daily codes make manual processing completely unsustainable.
Inconsistent Formats
Varied encoding structures (URLs, JSON, vCards) break rigid parsers.
Poor Image Quality
Damaged packaging or low light ruins accuracy with basic scanners.
Siloed Integration
Data sits idle instead of flowing automatically into ERP/CRM systems.
Lack of Auditability
Manual flows lack traceability, failing compliance in pharma & finance.
End-to-End Intelligent Extraction
Designed for absolute accuracy, immense scale, and seamless enterprise integration.
Intelligent Ingestion
Ingests QR codes from scanned documents, mobile camera uploads, bulk image batches, or PDFs.
Vision Pre-processing
Applies deskewing, denoising, and contrast enhancement to guarantee decodes on damaged codes.
Hybrid Decoding
Robust detection libraries with fallback LLM-OCR for hybrid codes containing QR + printed text.
Parsing & Structuring
Structures decoded payloads (JSON, URLs, vCard) into standardized schemas instantly.
Business Validation
Validates extracted fields against business logic: checksums, mandatory fields, and duplicate detection.
Auto-Routing Integration
Routes structured data directly into SAP, Salesforce, custom ERPs, and databases via APIs or RPA.
Enterprise Technology Stack
Built on modern, scalable, and secure infrastructure.
Capture / Ingestion
Image Pre-processing
QR Decoding
OCR (Hybrid Codes)
Parsing & Validation
Integration
Storage & Workflow
Cloud / Hosting
Tangible Business Impact
Immediate ROI through speed, accuracy, and labor reduction.
Manual Reduction
Frees up FTEs for higher-value tasks, drastically reducing labor cost.
Decoding Accuracy
Achieved even on damaged or low-quality codes. Zero rework.
Cost Savings
Massive reduction in processing cost per transaction.
Near-Instant Processing
Seconds instead of minutes. Faster logistics and customer onboarding.
Seamless Integration
Real-time visibility across ERP, WMS, and CRM. Eliminates silos.
Auditability & Compliance
Full traceability for regulatory audits in pharma, finance, and food safety.
Ready to eliminate manual data entry?
Speak with our automation experts
India
CTD Techs Pvt. Ltd,
Kochar Bliss, 4th Floor, Guindy, Chennai, India - 600032
salesqueries@ctdtechs.ai
+91-9384699691
USA
Connect The Health Dots,
225 Dyer Street, Providence, RI, 02903, USA
salesqueries@ctdtechs.ai
Canada
Connect The Intelligence Dots,
BHive, 8 Nelson St W, Brampton, Ontario, L6X 1B7
salesqueries@ctdtechs.ai
+91-9150064825
Saudi Arabia
Office 97, Bayt 7 Tower,
King Faisal Road,
Riyadh 12513
salesqueries@ctdtechs.ai