Small Business Case Study: Lale Handmade Jewelry

Customer Profile

Company: Lale Handmade Jewelry

Industry: E-commerce (Instagram + WhatsApp orders)

Team Size: 2 people (founders)

Daily Orders: 15-25 packages

Printer: TSC TE200

Problem: The Manual Order Management Grind

Lale Handmade Jewelry is a boutique brand with 45K Instagram followers. Founder Zeynep takes orders via WhatsApp.

"A customer would see something on Instagram and message us on WhatsApp: Hi, I would like the gold necklace. My address is...

When I got that message, I would write everything down in a notebook - name, phone, address, item. Then in the evening I would sit at the computer, open a Word document, and manually put together the shipping label. Then I would print it on A4 paper and cut it with scissors.

Sometimes I would get the address wrong. I wrote Harbiye instead of Barbaros once, and the package went to the wrong place. That is money lost and a customer lost.

The worst part: packages were not ready until 8 or 9 PM. I could not get them to the courier until the next day. Customers would ask why has it not been shipped yet?"

Measurable Problems:

5-10 minutes per order in manual work
2-3 address/phone errors per week
Working until 9 PM to finish packing
Same-day shipping impossible - courier pickup always next day

Solution: LabelInn + AI Message Reading

Zeynep discovered LabelInn at an entrepreneurship event and was blown away by the AI WhatsApp reader feature.

Setup (10 minutes):

Created her shipping label design (minimal, elegant)
Paired the TSC printer to her phone via QR code
Trained the AI with a few example messages

New Workflow:

Customer sends a WhatsApp message

Customer: Hi! I would like the gold necklace.
Zeynep: Of course! Can I get your address?
Customer: Zeynep Arslan, +90 532 123 45 67
Atasehir, Barbaros District, Begonia St. No:12 Apt 5, Istanbul

What Zeynep does:

Selects the conversation and taps Share
Sends it to LabelInn AI
AI automatically parses: name, phone, address, district, city

LabelInn screen:

Shows the AI-extracted details for review
Zeynep checks (1 second)
Taps Print
Shipping label ready

Total time: 10 seconds

Results

Metric	Before	After	Improvement
Order processing time	5-10 min	10 seconds	98% ↓
Address errors/week	2-3	0-1	70% ↓
End-of-day work time	9:00 PM	6:00 PM	3 hours earlier
Same-day shipping rate	20%	85%	325% ↑
Repeat purchase rate	18%	25%	39% ↑

The Founder's Comment

"LabelInn changed my work life. I used to pack until 9 PM, now I am done by 6. That 3-hour difference is huge.

The AI feature is incredible. I forward the customer's message and the label is ready in 10 seconds. Before, I would write everything in a notebook, switch to the computer in the evening, and build the label in Word. Now I do not wrestle with any of that.

Most importantly: I can ship same-day now. A customer orders at noon, it is with the courier by evening. My Instagram comments are full of super fast delivery reviews. Customer satisfaction went up and our repeat purchase rate increased by 40%.

LabelInn is not just software - it is the tool that lets small businesses grow."

Zeynep Kaya
Founder, Lale Handmade Jewelry

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