Engineers in an energy infrastructure company were overwhelmed with the task of manually reviewing the pipeline integrity reports that were mandatory for regulatory compliance, particularly with PHMSA (Pipeline and Hazardous Materials Safety Administration). The process of extracting data from unstructured reports, identifying bare pipe and B-sleeve locations, and correlating In-Line Inspection (ILI) from dense tables was slow, repetitive, and prone to errors. All of which not only delayed critical assessments but also came with the inability to maintain accurate audit trails and timely defect detection.