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Opportunity Assessment

Is Setup a Bottleneck in Your Production Line?

Determine whether manual depaneling setup is limiting throughput, engineering capacity, or operational flexibility.

BUSINESS IMPACT VIDEO — 1:54 MIN

Watch: How Manual Setup Bottlenecks Operations — and How We Eliminate It

  • The problem: Repetitive teach-mode programming consumes 20–30 minutes per product changeover while production waits — causing significant capacity loss per line.
  • The solution: YOLO Vision AI detects bridge locations and Hybrid Tangent refines them onto true DXF geometry. From import to CNC-ready export in under 1 minute.
  • The result: No manual bridge placement, no teach-mode programming, no specialist dependency — faster changeovers, reduced downtime, more recovered production capacity.
Recommended for: EMS Production Managers · Operations Directors · Manufacturing Engineers

Engineering Opportunity Assessment

Transparent, verifiable ROI validation for automated PCB depaneling setup.

Setup Waste

700hrs/yr

Direct Exposure

€56,000/ yr

Guaranteed cash leakage (Labor + Machine costs)

Potential Capacity Value

€63,000/ yr

Potential capacity available for additional production activities, subject to demand and plant constraints.

Combined Opportunity Range

Total exposure (Base loss to Max potential)

€56,000 – €119,000 / yr

Assess Your Opportunity

Adjust the parameters below to calculate your specific scenario. The KPI cards above will update instantly.

Scenario Assumptions
Interactive Model
Operational Configuration
7
1
Financial Assumptions
€45
€35
Total Direct Cost€80 / hr
60
€1.50
Opportunity Cost€90 / hr
Total Hourly Exposure€170 / hr
Qualitative Assessment

Low (20 min): Skilled operator handles setup directly.

Medium (25 min): Standard industry benchmark for manual setup.

High (45 min): Operator must wait for a CAM Engineer (20 min Queue Time + 25 min Setup).

Get Your Independent Opportunity Assessment

Receive a comprehensive, consulting-grade PDF report analyzing your operational risks, NPI bottlenecks, and direct financial exposure.

View Advanced Constants & Formulas
Working Days / Yr
250
Manual Setup Time
25 min
Auto Setup Time
1 min
Total Exposure Formula
Direct Cost Subtotal = Operator + Machine
Opportunity Cost Subtotal = Throughput × Margin
Total Hourly Exposure = Direct Cost Subtotal + Opportunity Cost Subtotal
Annual Leakage = Total Hours Wasted × Total Hourly Exposure

Calculation Methodology

1Recoverable Setup Waste

This model treats all setup time as recoverable setup waste for assessment purposes. No setup allowance or baseline deduction is applied.

2Queue Time vs. Teach Time (CAM Dependency)

Manual setup time scales based on your facility's dependency on expert CAM programmers:
• Low (20 min): Skilled operator handles setup directly.
• Medium (25 min): Standard industry benchmark for manual setup.
• High (45 min): Operator must wait for a CAM Engineer (20 min Queue Time + 25 min Setup).

3Total Financial Exposure Calculation

The Total Financial Exposure displayed in the KPI card is calculated by multiplying the physical Hours Removed by the Total Hourly Exposure. This comprehensively includes direct costs (operator wage and machine depreciation) plus the opportunity cost (lost production revenue per idle hour) for maximum financial accuracy.

Operational Advantages

Faster Changeovers

Cut manual bridge placement and teach-mode programming from 20–30 minutes down to under 1 minute per product.

No Expert Dependency

Consistent, repeatable setup quality without requiring specialized CAM programming operators.

Higher Line OEE

Minimize machine downtime during product changeovers. Recover 400–800+ production hours per year.