Production Tracking and Salary Automation for Textile Manufacturing
An embroidery manufacturer digitized chalaan tracking and automated salary calculations, eliminating weekly disputes and saving 3 hours of daily administrative work.
The Challenge
This embroidery manufacturing unit operates dozens of multi-head and aari machines across the factory floor. Production is tracked through paper challaans: when fabric arrives for embroidery, a handwritten chalaan records the design, quantity, and operator assignment. Operator salaries are calculated based on production output recorded in these challaans.
The manual system had persistent problems. Challaans got lost or damaged. Handwriting was illegible. Operators and management regularly disputed salary calculations because the underlying production records were unreliable. The factory owner estimated spending 15 to 20 hours per week on chalaan-related administration and dispute resolution.
The Solution
We deployed a production tracking system with a mobile-friendly dashboard accessible from any smartphone. Operators log challaans digitally: they enter the design (with photo reference), quantity, and machine. The system automatically calculates output based on the specific machine type (multi-head or aari) and the pieces-per-round formula for each design.
Salary calculations happen automatically at the end of each pay period. The system applies piece rates based on verified, digital chalaan data. Every calculation links back to specific challaans, creating a complete audit trail that both management and operators can verify.
A WhatsApp agent provides quick access for the factory owner: check daily production, view operator output, and get alerts when production targets are at risk.
The Results
Salary disputes dropped to zero within the first pay cycle. When every chalaan is digital, timestamped, and linked to a specific operator and machine, there is no ambiguity to dispute.
Administrative time dropped by approximately 3 hours per day. The factory owner and accountant no longer need to manually compile challaans, calculate piece rates, or reconcile discrepancies.
Unexpected benefit: production visibility improved significantly. The owner can now see which machines are running, which are idle, and which operators are most productive, in real time from his phone. This led to better machine allocation and a measurable increase in overall factory output.
"Every salary day was a fight. Operators would say they did 500 pieces, the register would show 400, and nobody could prove who was right. We lost two good operators last year because of salary disputes. Since the digital chalaan system, every piece is tracked to the operator and machine. The numbers match. Zero arguments in three months. My production manager says it has saved him 3 hours a day that he used to spend sorting through paper challaans."
Want results like these?
We build custom AI agents tailored to your exact business workflow.
Request a Demo