Learning Supply Chain Segmentation
Manish Kumar, PMP
Demand Planning Manager | Demand Forecasting | Supply Chain | Supply Chain Analytics | R | Python | SQL | UNIX | PMP? | CSM? | ITIL? | 6σ Black Belt? | ?? Simplifying Demand & Supply Planning! (Sharing LinkedIn Posts)
Objective
To provide a comprehensive, practical guide on supply chain segmentation, helping professionals understand and implement effective segmentation strategies in their organizations.
Overview
Supply chain segmentation involves dividing the supply chain into distinct segments based on various criteria to meet customer needs better, optimize costs, and improve overall efficiency. This learning solution will cover different segmentation methods, practical examples, and steps to implement these strategies.
Segmentation Methods
1. Customer-Based Segmentation
2. Product-Based Segmentation
3. Geographic Segmentation
4. Service-Level Segmentation
5. Channel-Based Segmentation
Detailed Explanation and Practical Examples
1. Customer-Based Segmentation
Explanation:
Segment customers based on their needs, purchasing behaviours, and value to the company. Different customers might require different service levels, lead times, and cost structures.
Example:
- High-Value Customers: Large retailers like Walmart or Amazon may need just-in-time delivery, high order accuracy, and dedicated account managers.
- Low-Value Customers: Small local shops might be served with standard delivery schedules and less frequent order processing.
Implementation Steps:
1. Analyze Customer Data: Gather data on customer purchase history, order frequency, and revenue contribution.
2. Categorize Customers: Divide customers into tiers (e.g., platinum, gold, silver) based on their value and needs.
3. Tailor Services: Customize supply chain processes (e.g., delivery schedules, inventory levels) for each customer tier.
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2. Product-Based Segmentation
Explanation:
Segment products based on characteristics like demand variability, lifecycle stage, and profitability. Different products might need different inventory policies and replenishment strategies.
Example:
- Fast-Moving Products: High-demand products like seasonal clothing might need frequent replenishment and closer monitoring.
- Slow-Moving Products: Niche products like speciality tools might be ordered less frequently and held in smaller quantities.
Implementation Steps:
1. Classify Products: Use criteria such as sales volume, demand variability, and lifecycle stage to classify products.
2. Develop Strategies: Apply different inventory policies (e.g., just-in-time for fast movers, periodic review for slow movers) for each product category.
3. Monitor and Adjust: Continuously monitor product performance and adjust strategies as needed.
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3. Geographic Segmentation
Explanation:
Segment the supply chain based on geographic regions to account for differences in lead times, transportation costs, and regional demand patterns.
Example:
- Urban Areas: Customers in urban areas might require quicker delivery and more frequent restocking.
- Rural Areas: Customers in rural areas might be served with longer lead times and larger, less frequent shipments.
Implementation Steps:
1. Analyze Geographic Data: Assess transportation costs, lead times, and regional demand.
2. Create Regional Strategies: Develop specific supply chain strategies for each region (e.g., regional distribution centers, local suppliers).
3. Optimize Logistics: Optimize transportation routes and inventory placement based on regional needs.
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4. Service-Level Segmentation
Explanation:
Segment the supply chain based on different service levels required by customers, such as delivery speed, order accuracy, and product availability.
Example:
- High Service Level: Customers who need next-day delivery and high order accuracy (e.g., medical supplies).
- Standard Service Level: Customers who are satisfied with standard delivery times and lower order accuracy requirements (e.g., non-urgent consumer goods).
Implementation Steps:
1. Define Service Levels: Establish different service levels based on customer requirements.
2. Allocate Resources: Allocate resources (e.g., faster shipping options, higher inventory levels) to meet the defined service levels.
3. Monitor Performance: Track performance metrics to ensure service levels are being met and adjust as needed.
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5. Channel-Based Segmentation
Explanation:
Segment the supply chain based on different sales channels, such as e-commerce, retail, and wholesale, each of which may have unique requirements and dynamics.
Example:
- E-commerce Channel: Requires faster delivery, real-time inventory visibility, and flexible return policies.
- Retail Channel: Needs regular restocking, promotional support, and consistent product availability.
Implementation Steps:
1. Identify Channels: Identify and categorize the different sales channels your business operates in.
2. Tailor Processes: Develop specific processes for each channel (e.g., dedicated inventory for e-commerce, promotional strategies for retail).
3. Integrate Systems: Ensure integration between different channels to provide a seamless customer experience.
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Conclusion
Practical Application:
To effectively implement supply chain segmentation, follow these general steps:
1. Data Collection:
Gather detailed data on customers, products, regions, service levels, and channels.
2. Analysis and Categorization:
Use the data to categorize and segment the supply chain.
3. Strategy Development:
Develop tailored strategies for each segment based on its unique needs and characteristics.
4. Implementation:
Implement the strategies using appropriate tools and technologies.
5. Monitoring and Optimization:
Continuously monitor performance and adjust strategies to ensure optimal efficiency and customer satisfaction.
By applying these practical methods, supply chain professionals can enhance their operations, better meet customer needs, and achieve greater overall efficiency.
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Demand Planner | Supply Chain Professional | Inventory Management | MBA in Operations
3 个月Very insightful
Supply Planner at Signify
3 个月Well explained
HR Talent Acquisition | Supply Chain Consulting
3 个月Very informative
Ex-AkzoNobel II Ex- Vesuvius II SAP Certified II MBA(IB)- Supply Chain Management II Symbiosis Institute of International Business II
3 个月Very much insightful read , Love the way it is segmented ??