Choosing the wrong root cause analysis software is not a minor inconvenience — it’s an expensive, multi-year mistake. The right platform makes investigations faster, corrective actions stick, and your program’s ROI visible to leadership. The wrong one becomes shelf-ware while failures keep recurring. This guide gives reliability, quality, EHS, and operations leaders a structured, defensible evaluation process for enterprise root
Haleon’s Lincoln, Nebraska facility — home to Theraflu, Benefiber, Centrum, and other globally recognized consumer health brands — spent a decade managing root cause analysis on a homegrown Access database. When that system aged out, Reliability Engineer KayLeigh Glebe and Operations Maintenance Planner Corey Tesmer led the search for something better. What they found was a software that didn’t just
How to Evaluate RCA Tools, Compare Options, and Select Software That Scales With Your Reliability Program Root Cause Analysis software is no longer a “nice to have” in modern reliability programs—it has become the backbone of consistent, scalable, and defensible problem-solving across manufacturing, food and beverage, chemical, pharmaceutical, construction materials, and other asset-intensive operations. For many teams, the challenge isn’t
What is AI-Driven Root Cause Analysis? AI root cause analysis refers to the integration of machine learning, artificial intelligence, and data analytics to automatically identify and analyze the root causes of problems. Rather than relying on human effort and interpretation alone, AI tools process and analyze data in real-time, detecting hidden patterns and anomalies that might otherwise go unnoticed. Key
For Ali Elsalaymeh, reliability isn’t a buzzword; it’s a culture. As Associate Director of Maintenance Excellence at Bristol Myers Squibb, Ali brings a grounded, no-nonsense approach to solving real-world problems. From his early days as a design engineer to leading asset management across pharmaceutical and industrial sites, his journey is a case study in doing the fundamentals well. Ali shares
