Information extraction techniques are applied to P&IDs, PHA documents, and incident reports, using named entity recognition to identify equipment, chemicals, hazards, and safeguards. Automated summarization supports safety documentation and regulatory texts, while relationship extraction links causes, consequences, and recommendations.