Occupational exposure to contaminants is ubiquitous, even if we are not aware of it. Monitoring systems like the US Occupational Safety & Health Administration's Integrated Management Information System is one such system that has provided a wealth of information when it comes to looking at risks of exposures on the job. In 2011 I had the opportunity and privilege to work with Dr. Jérôme Lavoué and Dr. Igor Burstyn to explore what we can do with these monitoring systems with