Mastering Shutdowns and Turnarounds: How IF Scores and AI Are Revolutionizing Plant Maintenance

Shutdowns and turnarounds (S&T) are among the highest-stakes events in refinery and chemical plant operations. With millions of dollars and operational safety on the line, a single misstep can lead to costly downtime, regulatory penalties, and risks to worker safety. Despite these challenges, many organizations still rely on static spreadsheets and outdated risk assessment methods.  

At the center of a smarter approach is the Impact Factor (IF) Score—a comprehensive metric that assesses safety, environmental, financial, production, and reputational risks. When integrated with the latest advances in artificial intelligence, IF Scores become powerful tools for proactive, data-driven maintenance planning.

Curious how leading sites are slashing planning time, minimizing downtime, and improving safety?