by Subanu Senthilkumar | Jul 18, 2025
A report from the U.S. Department of Energy reveals that preventative maintenance can reduce equipment failures by as much as 70%. This substantial impact underscores the importance of strategic maintenance in enhancing asset reliability. In industries where uptime is... by Subanu Senthilkumar | Jul 16, 2025
Industrial manufacturers lose an estimated $50 billion annually due to unplanned downtime. These losses often stem from inefficient maintenance scheduling that fails to align with asset needs or operational priorities. What Is Maintenance Scheduling? Maintenance... by Subanu Senthilkumar | Jul 11, 2025
A Deloitte study found that predictive maintenance can reduce facility downtime by 5% to 15% and increase labour productivity amongst teams by 5% to 20%. This capability is driven by the integration of AI into CMMS platforms, where real-time analytics and machine... by Subanu Senthilkumar | Jul 9, 2025
According to PwC, predictive maintenance enabled by AI can reduce operational costs by up to 30% and cut unplanned downtime by as much as 45%. These outcomes are not future projections. They are being realized by organizations that have embraced AI-powered... by Subanu Senthilkumar | Jul 4, 2025
Reports have found that data issues impact 60% of AI implementation efforts in asset-heavy industries, and this shows how data quality remains one of the biggest barriers to success. The value of industrial AI lies not just in algorithms but in the data those...