by Subanu Senthilkumar | Aug 8, 2025
88% of industrial firms believe that AI-based technologies such as digital twins are key drivers of digital transformation. As the digital landscape evolves, real-time decision-making is no longer optional, it is essential. Digital twins sit at the core of this...
by Subanu Senthilkumar | Aug 6, 2025
62% of industrial leaders report that digital transformation of plant operations is already underway. Among the most transformative tools in this movement is the digital twin. It is a virtual representation of a physical asset, process, or system. Digital twins enable...
by Subanu Senthilkumar | Aug 1, 2025
Research from Gartner reveals that poor data quality costs organizations an average of $15 million annually, largely due to inefficiencies and reactive decision-making in operational areas. In the context of enterprise maintenance, the quality of data within SAP Plant...
by Subanu Senthilkumar | Jul 30, 2025
According to IDC, organizations that transition to modern ERP systems such as SAP S/4HANA report up to 53% improved operational efficiency across asset-heavy operations. For enterprises relying on cost-effective maintenance of physical assets, the transformation from...
by Subanu Senthilkumar | Jul 25, 2025
A study by Deloitte found that companies using predictive maintenance strategies achieve greater equipment uptime and reduce maintenance costs by 5% to 10%. As organizations collect more equipment data through CMMS and EAM systems, the key challenge is turning that...
