KNIME
56 Case Studies
A KNIME Case Study
ASML, a Dutch semiconductor equipment manufacturer, faced challenges with its treasury department's manual and inaccurate USD cost forecasting, which created significant foreign exchange risk, and with its customer support engineers who struggled with a fragmented toolkit of specialized programming languages to diagnose complex machine issues. They turned to the vendor KNIME and its analytics platform to address these problems.
Using KNIME, ASML built an automated forecasting solution with direct connections to SAP and HANA, and a unified platform for customer support that integrated diverse engineering tools. The results included a dramatic improvement in forecasting accuracy from 70% to 96%, a 26% reduction in FX risk, and the streamlining of manual work into a single monthly check. The KNIME solution also won three innovation prizes and enabled efficient knowledge sharing across engineering teams.