From Manual to Automated: A Hardware Factory Case Study

Case Study · 2026

A real transformation case (customer authorized sharing, details anonymized). Payback in 6 months, output up 4×.

1. Customer Background

ItemDetails
IndustryHardware fittings (construction fasteners)
LocationZhejiang (about 2 hours from Yiwu)
Scale30-person factory
ProductStainless steel pins, 3mm diameter, 12-25mm length
Monthly output~4 million pcs

2. Problems Before

Problem 1: Low Manual Efficiency

  • 4 workers cutting manually, ~150,000 pcs/day
  • Workers need 2-3 months training to be proficient
  • High turnover of skilled workers (40% annually)

Problem 2: Unstable Quality

  • Length tolerance ±0.15mm (barely passing)
  • Defect rate 3-4% (frequent complaints)
  • Burrs on end faces requiring secondary processing

Problem 3: Can't Take Large Orders

  • Capacity maxed out — afraid to accept large orders
  • Long lead time (15 days)
  • Margins squeezed (competing on price only)

Problem 4: Safety Incidents

  • Manual cutting easily injures hands
  • 2 minor injuries in one year

3. The Solution

Selection Process

The customer initially wanted the cheapest VFD model (CNY 30,000). We recommended servo instead:

ItemVFDServo (recommended)
Precision±0.1mm±0.03mm
Customer requirement±0.08mm
MarginNone (critical)Ample
Defect rate2-3%0.5%
Price30,00048,000

The customer accepted and purchased the S-02 Medium Servo Wire Cutting Machine.

Configuration

  • S-02 main unit × 1 (CNY 48,000)
  • Spare tungsten blades × 2 sets (CNY 2,000)
  • Automatic collector × 1 (CNY 5,000)
  • Total investment: CNY 55,000

4. Results After

4.1 Output Greatly Increased

MetricBeforeAfterImprovement
Daily output150,000600,0004×
Monthly output4M16M4×
Machines4 manual machines1 automatic machine—

4.2 Quality Significantly Improved

MetricBeforeAfter
Length tolerance±0.15mm±0.03mm
Defect rate3.5%0.5%
End faceBurrs, secondary processingSmooth, no processing

4.3 Labor Cost Down

ItemBeforeAfter
Operators4 full-time0.5 part-time
Annual labor costCNY 264,000CNY 33,000
Annual savingCNY 231,000

4.4 Safety and Stability

  • ✅ Fully automatic — no manual contact with blades
  • ✅ Zero safety incidents in 18 months after the upgrade
  • ✅ Fixed parameters — quality independent of operator

5. Return on Investment

Investment: CNY 55,000

Annual labor saving: CNY 231,000
Annual scrap reduction: ~CNY 12,000 (defects 3.5%→0.5%)
Total annual benefit: CNY 243,000

Payback = 55,000 / 243,000 ≈ 2.7 months ★

6. Additional Gains

"We used to be afraid to take large orders; now we have 2 long-term customers. The biggest relief is no longer worrying about hiring — every year after Spring Festival we feared workers wouldn't return. Machines don't resign."

— Factory owner

7. Advice for Similar Factories

  1. Do the math before buying: calculate benefits across labor, scrap and capacity
  2. Leave precision margin: machine 30% better than customer requirement
  3. Leave capacity margin: select for 1.5-2× current output
  4. Choose a supplier with after-sales: parts supply and response speed matter
  5. Validate at small scale: buy one machine first, add more if it works

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