Supply Chain Digital Twin Market

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Question ^*

What is your biggest supply chain challenge?

1. A. Demand Forecasting Accuracy

2. B. Supply Chain Visibility

3. C. Inventory Optimization

4. D. Risk Management & Resilience

5. E. Transportation & Logistics Costs

6. F. Other (Please Specify)

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Question ^*

Which supply chain function would benefit MOST from improved modeling and simulation capabilities?

1. A. Planning (Demand/Supply)

2. B. Sourcing & Procurement

3. C. Manufacturing

4. D. Logistics & Distribution

5. E. Inventory Management

6. F. Aftermarket Service

7. G. All of the above

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Question ^*

What data sources are MOST critical for improving your supply chain decision-making?

1. A. ERP System Data

2. B. IoT Sensor Data (e.g., location, temperature)

3. C. Market Intelligence & External Data

4. D. Real-time order & shipment status

5. E. Supplier performance data

6. F. Weather and external disruption data

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Question ^*

What level of "real-time" insights is essential for your supply chain operations?

1. A. End of Day Insights

2. B. Hourly Updates

3. C. Near Real-time (15-minute delay acceptable)

4. D. Real-time (immediate updates)

5. E. Not applicable (my processes are less time-sensitive)

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Question ^*

How important is the ability to run "what-if" scenarios and simulate potential disruptions in your supply chain?

1. A. Not important at all

2. B. Somewhat important

3. C. Important

4. D. Very important

5. E. Critical to our operations

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