Manufacturing Use Cases 2: Supply Chain Management

In the manufacturing use cases with Cortex series, we aim to provide you situations where you may relate the production processes in your organization, and showcase you how easy actually it is to find a solution by utilizing our drag & drop real-time data processing engine, Cortex. In the first use case, we’ve seen how Cortex tackle machine downtimes and provide an edge to the company. In the second post of the series, we shift our focus to a challenge that plagues many in the industry: disruptions on supply chain management.

Pain Point

A company manufacturing advanced electronics regularly encounters disruptions on supply chain management due to running out of critical components, causing production delays and impacting operational efficiency. Aligning component delivery schedules with their consumption rates on the assembly line is a persistent challenge.

Integration Method

Cortex integrates real-time operational data from the assembly line with supply chain management information from the ERP system.

Operational Data

• Component Usage Rate: The number of units used in production line per a specific time period. For example, Component X is typically used at a rate of 100 units per day.
• Current Inventory Levels: The inventory of Component X, for instance, might fluctuate between 500 to 1500 units, depending on delivery and usage.

Supply Chain Management Data

• Scheduled Delivery Dates: Expected arrival dates for components, such as Component X scheduled to arrive every 15 days.
• Historical Delivery Delays: Records showing Component X’s supplier has a 30% incidence of delivery delays.
• Supplier Performance Records: Data evaluating suppliers, noting any inconsistencies or reliability issues.

Analysis and Action

• Inventory Shortfall Alert: Cortex identifies that, at the current usage rate of 100 units per day, Component X will be depleted in 5 days. However, the next delivery, historically 30% likely to be delayed, is scheduled in 10 days. An alert is generated, specifying the shortfall risk and the predicted impact on production.
• Triggering Automated Actions in ERP: If Component X’s inventory falls below 600 units (critical threshold), Cortex automatically generates a purchase order, preemptively addressing the potential shortfall. This purchase order is sent for approval in the ERP system, ensuring timely action to prevent a halt in production.
• Recommending Production Adjustments: Cortex suggests slowing down the assembly line speed for products using Component X or temporarily shifting the focus to other products that don’t require it until the supply is replenished.

Potential Benefits

• Minimized Production Halts: Proactive replenishment of components based on real-time monitoring can significantly reduce instances of production being halted due to shortages.
• Efficient Inventory Management: Cortex’s analysis leads to better inventory level optimization, avoiding both shortages and excesses.
• Enhanced Supplier Management: Informed decisions about suppliers, based on Cortex’s data, can improve supplier relations and lead to more reliable supply chains.
• Streamlined Production Processes: Adjustments in production planning, as suggested by Cortex, ensure smoother and uninterrupted operations.
• Supply Chain Resilience: Long-term adjustments in reorder points and quantities, aligned with usage trends and supplier reliability, contribute to a more resilient supply chain management.

Conclusion

This scenario underscores Cortex’s capability to manage and optimize crucial aspects of manufacturing, even in complex supply chain management. Cortex’s features provide organizations many opportunities about data-driven innovation thanks to its powerful real-time data proecessing capabilities, vast integration options and easy-to use drag & drop interface.

The final post of our series will dive into another critical aspect: enhancing product quality and reducing customer returns. As we continue to explore these interconnected scenarios, it becomes increasingly clear how Cortex could provide holistic improvements across various manufacturing operations. If you think you may relate such cases, book a free discovery session and let’s find a solution to your specific business challenges with Cortex.