Current Pain Points in Data Extraction

• Manual extraction is labor-intensive and error-prone
• Fixed extraction templates require constant maintenance
• Changing requirements mean rebuilding automation workflows
• Specialized technical knowledge needed for updates
• Scaling extraction processes across departments is challenging

These challenges are particularly acute in HR departments processing hundreds of resumes, where information needs constantly evolve and formatting varies dramatically across documents. The inability to adapt quickly costs organizations thousands of hours annually in unnecessary manual work and technical maintenance.