AI label extraction
OCR with language processing and machine learning that reads recipient name, invoice number, date and address.
AI label reading for package handling in multi-family buildings
The challenge
Staff were keying courier details by hand for every package, which slowed delivery handling and introduced errors.
- Courier labels vary widely in layout and quality.
- Recipient, invoice and address details had to be captured accurately every time.
- Unclear or partial scans needed to be caught before a package was logged.
- The capability had to fit inside the existing mobile app.
What Winjit built
Mobile scanning interface
Real-time scanning and extraction inside the platform app.
Validation and alerts
Checks for missing data points, with prompts to rescan unclear images.
Configurable capture settings
Camera and parameter tuning, local storage and API export.
TechnologyAngular · Node.js · Python · TensorFlow · MySQL
Results
90%+
accuracy on extracted details
40%
less manual data entry time
30%
less rework