The Environment, Health, and Safety (EHS) documents should be deconstructed by experts to create action items to track compliance performance, audits, or for compliance certification. Modifications in the regulations, changes in the site conditions, mergers and acquisitions occur frequently and should be processed by experts. The manual processing of the text documents to extract different components of a regulatory content including tables, cover pages, etc requires a lot of effort, and is time consuming and error prone. The automation of this process helps reducing these drawbacks.