Blogs

Over the past few years, I’ve done many consulting engagements with OEMs to integrate their data from various source systems. One recurrent challenge that consistently arises is identifying the right end users for specific Industrial equipment. Several scenarios could lead to changes in the end user of Industrial equipment or the transfer of equipment to […]

Customer segmentation is a crucial strategy in the aftermarket industry, where businesses provide support, maintenance, and replacement parts for equipment and machinery that customers have already purchased. Effectively segmenting customers based on their installed base data allows companies to offer more customer-aligned aftermarket services, optimize inventory management, and enhance customer satisfaction. Identifying the right segmentation

Over the course of half a decade, I’ve had the privilege of collaborating with numerous OEMs (Original Equipment Manufacturers). Interestingly, a common thread among these OEMs has been their interest in seeking my expertise to provide guidance on Bill of Materials (BOM) data maintenance. This interest has stemmed from my close familiarity with their own