
2,400 Handwritten Forms Processed Automatically Every Month
How we eliminated manual data entry and achieved 99% accuracy on handwritten production documents.
99% accuracy
Replaced 2 full-time data entry roles
Client: Manufacturing Client
The Challenge
A manufacturing client was drowning in paperwork. Every day, workers filled out handwritten Batch Production Reports on the factory floor. These forms then had to be manually typed into the system — a tedious, error-prone process that consumed hours of staff time daily.
2,400+ handwritten forms generated every month
2 full-time employees dedicated solely to data entry
Manual entry errors causing wrong inventory counts and costing mistakes
Handwritten Urdu and English mixed documents — no existing software could read them
Our Solution
We trained an AI system specifically on this client's handwritten documents — including messy handwriting, Urdu text, and inconsistent form layouts. The AI reads each form, extracts the data, validates it against business rules, and enters it directly into the database. Suspicious entries get flagged for human review instead of silently passing through.
Custom-trained OCR model for Pakistani business documents
Handles handwritten English, Urdu, and mixed-language forms
Built-in validation — cross-checks totals, quantities, and supplier data
Flagging system for anomalies instead of blind data entry
Results
99% extraction accuracy — better than manual data entry
2,400+ documents processed automatically every month
2 full-time data entry positions no longer needed
Processing time dropped from hours to seconds per document
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