Retail — E-Commerce Literature Review and Notification Distribution Pipeline

Overview

The primary purpose of this DAG is to streamline the distribution of validated research findings within the retail e-commerce sector while maintaining an ongoing surveillance of emerging publications. The architecture comprises an ingestion pipeline that begins with validated documents sourced from internal research databases and external scholarly articles. The processing steps involve categorizing the documents based on relevance, generating alerts for users based on predefined criteria, and c

The primary purpose of this DAG is to streamline the distribution of validated research findings within the retail e-commerce sector while maintaining an ongoing surveillance of emerging publications. The architecture comprises an ingestion pipeline that begins with validated documents sourced from internal research databases and external scholarly articles. The processing steps involve categorizing the documents based on relevance, generating alerts for users based on predefined criteria, and compiling periodic reports summarizing key insights and trends. Quality controls are implemented to ensure that only relevant and high-quality publications are disseminated. The outputs of this DAG include user alerts, detailed reports, and a dashboard for monitoring user engagement. Key performance indicators (KPIs) for this workflow include user engagement rates, response times to alerts, and the overall impact of the distributed information on user decision-making. By leveraging this DAG, retail organizations can enhance their knowledge management capabilities, stay ahead of market trends, and foster a culture of continuous learning and adaptation, ultimately driving better business outcomes.

Part of the Knowledge Portal & Ontologies solution for the Retail industry.

Use cases

• Improved access to critical research insights
• Enhanced decision-making through timely information
• Increased user engagement and participation
• Proactive adaptation to market changes
• Strengthened competitive advantage through knowledge sharing