DataThinkWork optimises semiconductor supply chains with advanced analytics
A highly specialised consultancy, DataThinkWork, offers services that optimise semiconductor supply chain management through advanced analytics. By integrating public data from differing platforms and tracking the dynamics of chip circulation in the market, they provide a comprehensive analysis of the multiple intricate stages involved in the semiconductor supply chain.
DataThinkWork has developed tools to support stakeholders during cyclical changes that can result in chip shortages or surpluses. The team enable quicker and more informed decision making, streamlining inventory management and reducing the risk of costly surplus inventory.
The company provides a range of services with clear, operational benefits. Among these is the Inventory Cycle Assessment that analyses inventory levels of specific brands to identify changes in their inventory cycles. For instance, the team have been observing Texas Instruments as they progress in a destocking phase, noting signs of recovery in their inventory shipments for Power Distribution Switches and Load Drivers.
DataThinkWork’s Anomaly Detection allows for system level observation of early preparatory actions by primary and secondary suppliers. This tool proved effective during AMD’s announcement of the discontinuation of multiple products in their XC and XA series. The firm’s system had detected the early stocking activities before the official notification from the manufacturer was released, giving clients the opportunity to react and adapt in good time.
The firm also offer a Long-term SKU Tracking service, which assesses the ordering cycles, available inventory, price changes, and production status updates for specific SKUs. It helps determine the need for restocking and identifies potential shortages before they occur. This service reduces the risk of unplanned downtime due to shortages, ensuring a smooth supply chain operation throughout the entirety of the cycle.
The SKU Market Redundancy Index is another effective tool in the firm’s portfolio. It evaluates a redundancy index for over one million chip models. Approximately 3-5% of SKUs show strong liquidity, which is thoroughly tracked to remain vigilant about shifts in market surplus inventory. The index categorises levels of stock, such as shortage (0-2), low (3-4), normal (4-6), and ample (7-10).
DataThinkWork’s system analysis model is versatile, dealing with various indicators from the general overview to specific aspects of the supply chain. The firm’s services have a keen focus on customer needs and are carefully designed based on the requirements of past clients. Moreover, they are prepared to customise their services to align with the distinct circumstances and demands of each individual customer.
With the ever-evolving nature of the semiconductor market, solutions such as those offered by DataThinkWork are invaluable. They enable informed and strategic decision-making processes, thus improving overall operational efficiency within the complex domain of semiconductor supply chain management.
