Alteryx One Live Query and Google Cloud BigQuery offer a powerful solution for handling complex data. This integration minimizes data movement by executing transformations natively within BigQuery, a concept called SQL pushdown. Live Query provides a no-code, browser-based interface for building data pipelines. It seamlessly orchestrates Google's AI models, like Gemini, to extract intelligence from unstructured documents such as PDFs. This approach is particularly beneficial for finance and operations teams dealing with inconsistent vendor invoices. Traditionally, invoice processing involved manual effort or fragmented tools, leading to errors and delays. The Alteryx and BigQuery integration automates this entire lifecycle, from extraction to standardization, directly within BigQuery. This ensures data governance and security by keeping sensitive information within the warehouse. The workflow begins with extracting structured fields from PDFs using AI models. Results are then standardized and compared against existing historical invoice data in BigQuery. This reconciliation process quickly identifies potential duplicates and enables faster exception handling. The system applies business rules to flag further anomalies, leading to governed operational outputs. This Google Cloud-native pattern keeps data resident in BigQuery, leveraging its security and control features. The browser serves as the authoring layer, Alteryx One Platform Services manage coordination, and Google Cloud acts as the governed data and execution layer.