Life Science — Standard Operating Procedures Automation Pipeline

Overview

The primary purpose of this DAG is to automate the extraction and standardization of business processes from multiple sources, ultimately leading to the creation of standardized Operating Procedures (SOPs) tailored for the life sciences industry. The data ingestion pipeline begins with the collection of information from various inputs, including internal documents, expert interviews, and regulatory guidelines. Once the data is ingested, it undergoes a rigorous normalization and validation proces

The primary purpose of this DAG is to automate the extraction and standardization of business processes from multiple sources, ultimately leading to the creation of standardized Operating Procedures (SOPs) tailored for the life sciences industry. The data ingestion pipeline begins with the collection of information from various inputs, including internal documents, expert interviews, and regulatory guidelines. Once the data is ingested, it undergoes a rigorous normalization and validation process to ensure high-quality outputs. This step is crucial for maintaining compliance and operational integrity within the life sciences sector. The generated SOPs are not only created but also versioned, allowing for easy tracking of updates and changes over time. User adoption is monitored through specific KPIs, including the time taken to create SOPs and the adoption rate among users. Alerts are configured to notify stakeholders in case of any failures during the SOP generation process, ensuring timely interventions. The outputs of this DAG include standardized SOP documents, version histories, and user adoption reports. By streamlining the SOP creation process, this DAG delivers significant business value, enhancing compliance, reducing operational risks, and improving overall efficiency within organizations in the life sciences industry.

Part of the SOPs & Playbooks solution for the Life Science industry.

Use cases

• Improved compliance with industry regulations and standards
• Reduced time and effort in SOP creation and management
• Enhanced operational efficiency through standardized processes
• Increased user engagement and adoption of SOPs
• Streamlined audit processes with version-controlled documents