// THE SCENE
Meera. Morbi, Gujarat. Ceramic tile manufacturing.
200 boxes inspected daily. Workers checking for defects.
Morning shift: fresh eyes. Quality: high.
3 PM shift: eyes glazing. 50 boxes with hairline cracks: shipped.
Returns arrive from Delhi retailer next week.
Freight both ways: Rs 40K. Replacement: Rs 1.2L.
That retailer placed half the usual order next month.
// THE COST
Defect rate: 3%. On Rs 50L/month production: Rs 1.5L/month.
Plus freight both ways on every return shipment.
Rs 18L/year in defects. All from tired eyes at 3 PM.
Important: this works for flat surfaces — tiles, coatings, textiles.
We will tell you on Day 1 if it fits your product.
// THE FIX
Camera at packing station. AI trained on 500 tile photos.
Good tiles. Bad tiles. Hairline cracks. Color mismatch. Edge chips.
Defect detected in real-time. Worker removes flagged tile.
3 PM quality = 9 AM quality. No tired eyes in the loop.
Needs 500+ training images. Advanced build. We are honest about that.
// THE MATH
BEFORE: 3% defect rate. Rs 1.5L/month in returns.
AFTER: <0.5% defect rate. Rs 1.25L/month saved.
Retailer trust: recovers. Future orders: protected.
This is an advanced build — takes 2-3 weeks, not 1.
Cost: Rs 29,999. Monthly savings: Rs 1.25L. ROI: month one.