by Subanu Senthilkumar | Sep 3, 2025
Gartner reports that more than 83% of data migration projects either fail or run over time and budget, often because data quality issues are not addressed early. In EAM migrations, this risk is amplified as asset data is both highly interconnected and is operationally...
by Subanu Senthilkumar | Aug 29, 2025
A Bill of Materials (BOM) isn’t just a list of components, it’s the critical foundation of effective maintenance and asset management. Research indicates that ordering parts beyond actual service needs can contribute to 27 to 42 percent of excess and obsolete...
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...
