Case Study

CNC Machining Case Study: How We Reduced Production Costs by 40% for a Medical Device Startup

A real-world story of how strategic DFM optimization, process selection, and supplier collaboration transformed a startup’s manufacturing economics.

40%
Total Cost Reduction
8 → 5 weeks
Lead Time Improvement
99.6%
Quality Pass Rate
3 → 1
Setups per Part

The Challenge: High Costs Threatening Product Viability

In early 2025, a medical device startup approached us with a problem. They had developed an innovative handheld diagnostic device and were preparing for their first production run. The enclosure and internal mounting brackets — 7 unique aluminum parts — were being quoted at $84.50 per set by their existing supplier. At their target volume of 500 units initially (scaling to 2,000), the math didn’t work:

The Numbers Before Optimization:

7 parts × $84.50/set × 500 sets = $42,250 for the first production run
Target cost per set for commercial viability: ≤$52.00
Gap to close: $32.50 per set (38%)

Step 1: DFM Review — Finding the Low-Hanging Fruit

Our engineering team performed a thorough Design for Manufacturing review of all 7 parts. Within 48 hours, we identified several opportunities:

PartIssue FoundRecommendationImpact
Housing (Main)Deep pocket requiring 5-axis + long tool reachSplit into 2 parts with fasteners; 3-axis machining-$12.80/unit
Bracket A±0.005mm tolerance on non-functional surfaceRelax to ±0.05mm standard tolerance-$4.20/unit
Mount PlateSpecified 7075 aluminum (overkill)6061-T6 with Type III hard anodizing-$3.50/unit
Connector Ring3 separate CNC operationsRedesign for single-setup machining-$5.60/unit
Cover PlateComplex internal radii requiring custom toolingUse standard radius; no functional impact-$2.80/unit
TOTAL DFM Savings-$28.90 per set

Step 2: Process Optimization — Working Smarter

Beyond design changes, we optimized the manufacturing workflow:

Step 3: The Results

MetricBeforeAfterChange
Cost per Set$84.50$48.90↓ 42.1%
Setup Operations73↓ 57%
Lead Time8 weeks5 weeks↓ 37.5%
Quality Pass Rate97.2%99.6%↑ 2.4%
Total Run Cost (500 sets)$42,250$24,450Saved $17,800
💡 Key Lessons for Buyers:

  • Involve your manufacturer during the design phase — not after drawings are finalized
  • Challenge every tight tolerance: “Is this dimension functional or just a habit?”
  • Material selection has cascading cost effects on tooling, speed, and finishing
  • Good DFM feedback is worth more than the lowest unit price

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