Electronics demand and inventory planning system
The planner evaluates the demand, promotions and supply of electronics models. The addition proposals also consider whether a replacement model will appear soon.
The stock review does not link the balance of a specific model to its end of supply, new generation and actual unreceived need. The aging quantity stock unreconsidered, and the lack of demand for the model is not resolved.
How the solution works
- Model sales are linked to stock and availability history
- New generation performance refines plan for remaining models
- The planner reviews the addition and redistribution bids within the supply limits
Key challenges
- Stocks of aging models are spotted too late
Solution capabilities
Demand by model and channel
The forecast is based on sales, stock and availability history, distinguishing the real shortfall from weak demand.
Model life cycle
Planning evaluates whether the model is new, mature, replaced by a newer one or is already coming out of the range.
Supply Restrictions
The order recommendation evaluates the actual supply term, minimum quantities and supplier reliability.
Procurement and Redistribution Recommendation
The planner sees not just the forecast, but the specific action proposed and its argument.
Business context
- Stocks of aging models are spotted too late
- The stock review does not link the balance of a specific model to its end of supply, new generation and actual unreceived need. The aging quantity stock unreconsidered, and the lack of demand for the model is not resolved.
- The range meets the change of models and the need for buyers
- When a new model appears, the demand for the old one may change before the stock is sold. Planning helps to match the availability of new goods and the sale of available balances. It is easier for the buyer to find an actual model, and the team can prepare a reasonable offer of the previous model in time.
Core features
- Demand by model and channel
- Model life cycle
- Supply Restrictions
- Procurement and Redistribution Recommendation
Key integrations
- ERP and Procurement System
- Stocks, cost, purchase orders, goods on the road and terms of supply.
- Cash register system (POS) and e-commerce
- Sales and availability history by channel and location.
- Product Data System
- The model family, life cycle attributes and relationships of replacement models.
- Price and stock system
- Planned and historical promotions and price changes.
- Supplier Data
- Data on the minimum quantities and terms of supply for new models, out-of-supply models.
Potential impact (%)
The ranges indicate an illustrative relative change in the metric under the stated assumptions. Results depend on the starting position and actual use of the solution. Percentages for different metrics must not be added together.
Share of aging model stocks
2–12%Decreasing
This illustrative scenario assumes that 10-30% of the metric is attributable to addressable planning and execution shortcomings. That share is assumed to fall by 20-40%. Company data is needed to verify both the addressable share and the resulting change.
Calculates the share of stock value for models that exceed the age or model cut-off risk threshold for a category. The percentage is calculated from the total value of stocks in the category being checked.
Losses of sales opportunities due to scarcity
2–12%Decreasing
This illustrative scenario assumes that 10-30% of the metric is attributable to addressable planning and execution shortcomings. That share is assumed to fall by 20-40%. Company data is needed to verify both the addressable share and the resulting change.
Counting reliably recorded queries for an active model that have failed due to lack of adequate stock. Search views are not considered a confirmed unreceived order.
Conditional calculation scenarios. The assumptions have not been validated against client measurements.
When this solution is relevant
- Much of the capital is held in electronics stocks
- Frequent model updates and price falls
- Supply terms range by manufacturer
- Multiple stores, warehouses or sales channels
Implementation requirements
For model demand planning, replacement dates, supply terms and a history of shortages are prepared. The sale of the old model is separated from the demand for the new model, and the assumptions of the proposed quantities are presented to the planner for review.
Further development options
- New model baseline scenarios
- Reliability assessment of actual supply terms