Retail — Ontology Graph Creation for Standard Operating Procedures

Overview

The purpose of this DAG is to create ontology graphs that structure and organize information from Standard Operating Procedures (SOPs) within the retail industry. The primary data sources include various documents, such as SOP manuals and databases containing operational data. The ingestion pipeline begins with the extraction of key concepts from these documents, followed by the establishment of relationships between these concepts to form a coherent ontology. Each graph undergoes a validation p

The purpose of this DAG is to create ontology graphs that structure and organize information from Standard Operating Procedures (SOPs) within the retail industry. The primary data sources include various documents, such as SOP manuals and databases containing operational data. The ingestion pipeline begins with the extraction of key concepts from these documents, followed by the establishment of relationships between these concepts to form a coherent ontology. Each graph undergoes a validation process to ensure accuracy and relevance, supported by quality control measures that verify data consistency and completeness. The final output consists of structured ontology graphs that are published into a knowledge management system, facilitating easy access and retrieval of SOP information. Monitoring is conducted through Key Performance Indicators (KPIs) that track the completeness and usability of the ontologies, ensuring they meet the operational needs of the retail business. The business value lies in improved information retrieval, enhanced training processes, and streamlined operational efficiency, ultimately driving better decision-making and compliance within the organization.

Part of the SOPs & Playbooks solution for the Retail industry.

Use cases

• Improves information retrieval for operational efficiency.
• Enhances training processes with structured knowledge.
• Supports compliance through well-defined SOPs.
• Facilitates better decision-making across departments.
• Streamlines communication of procedures and policies.