by Subanu Senthilkumar | Jun 6, 2025
Gartner predicted that more than 50% of large industrial companies will use digital twins, which would lead to a 10% improvement in effectiveness across maintenance strategies. This growing integration of digital twins and Risk-Based Inspection (RBI) is reshaping how...
by Subanu Senthilkumar | Jun 4, 2025
According to Deloitte, asset-intensive industries lose up to 20% of their productive capacity due to unplanned downtime each year. This substantial loss underscores the urgent need for smarter maintenance strategies. Risk-Based Inspection (RBI), which prioritizes...
by Subanu Senthilkumar | May 30, 2025
According to a survey conducted by Gartner, almost 60% of companies fail to track the financial impact of poor data quality each year. This lack of measurement makes it harder for organizations to recognize just how costly unreliable data can be. It also reinforces...
by Subanu Senthilkumar | May 28, 2025
Approximately 85% of businesses believe data quality issues directly impact their bottom line. This widespread concern is driving a surge in smarter ways to cleanse and manage enterprise data across industries. For asset-intensive industries such as manufacturing and...
by Subanu Senthilkumar | May 23, 2025
More than 55% of maintenance resources and activities in an average facility are still reactive, according to industry benchmarks. This over-reliance on reactive maintenance is often rooted in poor asset data and misaligned preventive maintenance strategies. When...
