by Subanu Senthilkumar | Aug 27, 2025
A study conducted by IBM finds that poor-quality data costs the U.S. economy more than $3.1 trillion every year due to lost productivity and operational errors. Inaccurate Bill of Materials (BOM) records are part of that cost, as they drive procurement delays and...
by Subanu Senthilkumar | Aug 22, 2025
A modern CMMS or EAM system is only as strong as the data it runs on. While organizations invest millions in enterprise systems, they often overlook a critical component: clean and structured master data. According to previous studies, poor master data quality costs...
by Subanu Senthilkumar | Aug 20, 2025
According to Deloitte, unplanned downtime costs industrial manufacturers an estimated $50 billion annually while poor maintenance strategies can reduce plant capacity by 5–20%. As part of broader digital transformation efforts, intelligent maintenance strategies have...
by Subanu Senthilkumar | Aug 15, 2025
According to McKinsey, automation can reduce manual data processing time by up to 45% during technology migration projects. This efficiency is particularly valuable when transitioning data to modern CMMS or EAM platforms. With thousands of asset records, maintenance...
by Subanu Senthilkumar | Aug 13, 2025
A recent study found that 83% of data migration projects either fail or exceed their budgets and timelines. These numbers highlight the challenges organizations face when moving critical maintenance data into a new CMMS. Without proper planning and execution,...
