Life Science — Regulatory Document Extraction Automation Pipeline

Overview

The purpose of this DAG is to streamline the extraction of regulatory documents from diverse sources such as ERP systems and document management systems, thereby improving compliance and operational efficiency in the life sciences sector. The architecture incorporates a robust ingestion pipeline that captures documents from multiple origins, ensuring a comprehensive data collection process. Once ingested, the documents undergo a series of processing steps, including normalization, key informatio

The purpose of this DAG is to streamline the extraction of regulatory documents from diverse sources such as ERP systems and document management systems, thereby improving compliance and operational efficiency in the life sciences sector. The architecture incorporates a robust ingestion pipeline that captures documents from multiple origins, ensuring a comprehensive data collection process. Once ingested, the documents undergo a series of processing steps, including normalization, key information extraction, and quality assurance checks. These steps are vital for maintaining data integrity and security, adhering to stringent industry regulations. The processed data is then stored in a centralized data warehouse, facilitating easy access and complete traceability for stakeholders. Monitoring key performance indicators (KPIs) such as successful extraction rates and processing time per document allows for continuous improvement and optimization of the workflow. The business value of this DAG lies in its ability to reduce manual effort, enhance compliance accuracy, and provide timely access to critical regulatory information, ultimately supporting faster decision-making and improved operational outcomes.

Part of the Data & Model Catalog solution for the Life Science industry.

Use cases

• Increased compliance with regulatory standards
• Reduced manual data processing efforts
• Enhanced data accuracy and reliability
• Improved operational efficiency and speed
• Comprehensive traceability for audits and reviews