by Stefanson Nelson | Oct 1, 2025
On Monday morning, a maintenance manager opens the weekly report and sees PM compliance at 92%, yet crews are still firefighting. The numbers look fine; the plant does not. That disconnect often traces back to the same root cause: the data feeding those KPIs isn’t... by Stefanson Nelson | Sep 26, 2025
Artificial intelligence requires accurate data to succeed. Without it, even advanced CMMS systems fail to deliver consistent results. For instance, 77% of data professionals report that data quality issues hinder their company’s performance. This underscores why... by Stefanson Nelson | Sep 24, 2025
According to Forbes, the average cost of downtime can reach as high as $9,000 per minute in large organizations. In industries where uptime drives profitability, maintenance is a strategic priority. CMMS has evolved beyond scheduling tools into intelligent systems. By... by Stefanson Nelson | Sep 19, 2025
Unplanned downtime is one of the most damaging challenges for asset-intensive industries. It not only drives up costs and creates inefficiencies across the supply chain. According to Forbes, unplanned downtime costs manufacturers around $50 billion per year across the... by Stefanson Nelson | Sep 17, 2025
McKinsey reports that advanced maintenance strategies, including predictive and digitally enabled preventive approaches, can reduce costs by 15% to 30%. In today’s asset-intensive industries, organizations face constant pressure to maintain high operational... by Subanu Senthilkumar | Sep 12, 2025
According to a PwC report, predictive maintenance can reduce maintenance costs by up to 12 percent, improve equipment uptime by 9 percent, and extend asset life by 20 percent. As manufacturers transition into the era of Industry 4.0, predictive maintenance powered by...