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Defense & Aerospace — Multi-Source Data Ingestion Pipeline for Defense & Aerospace

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This DAG integrates data from various sources to create a unified view for defense and aerospace applications. It ensures data quality and security while providing valuable insights for decision-making.

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Overview

The purpose of this DAG is to facilitate the ingestion of data from multiple sources, including ERP systems, CRM platforms, IT Service Management (ITSM) tools, Microsoft 365, and various business APIs, into a centralized data warehouse. The architecture is designed to ensure a seamless flow of data, where each source is connected to the pipeline for efficient data collection. The ingestion process begins with data extraction from the specified sources, followed by normalization to ensure consist

The purpose of this DAG is to facilitate the ingestion of data from multiple sources, including ERP systems, CRM platforms, IT Service Management (ITSM) tools, Microsoft 365, and various business APIs, into a centralized data warehouse. The architecture is designed to ensure a seamless flow of data, where each source is connected to the pipeline for efficient data collection. The ingestion process begins with data extraction from the specified sources, followed by normalization to ensure consistency across diverse data formats. Quality controls are implemented at this stage, including validation checks to assess data accuracy and completeness. Security measures, such as Role-Based Access Control (RBAC), are enforced to protect sensitive information and maintain confidentiality throughout the process. The processed data is then stored in a data warehouse, ready for analysis and reporting. Key performance indicators (KPIs) are monitored, including ingestion time and error rates, to evaluate the efficiency of the pipeline. In case of any failures during the ingestion process, a robust recovery mechanism is in place to ensure data integrity and continuity. This DAG not only streamlines data integration but also enhances decision-making capabilities by providing a comprehensive view of organizational data, ultimately driving operational efficiency and strategic initiatives in the defense and aerospace sector.

Part of the Data & Model Catalog solution for the Defense & Aerospace industry.

Use cases

  • Provides a unified view of critical operational data
  • Enhances decision-making through accurate data insights
  • Improves operational efficiency across departments
  • Ensures compliance with data security regulations
  • Facilitates faster response to market changes

Technical Specifications

Inputs

  • • ERP transaction logs
  • • CRM customer interaction data
  • • ITSM incident reports
  • • Microsoft 365 collaboration data
  • • Business API data feeds

Outputs

  • • Normalized data sets in the data warehouse
  • • Data quality reports for stakeholders
  • • Real-time dashboards for decision-making

Processing Steps

  1. 1. Extract data from ERP, CRM, ITSM, and APIs
  2. 2. Normalize data for consistency across sources
  3. 3. Perform validation checks for data quality
  4. 4. Apply security measures like RBAC
  5. 5. Load processed data into the data warehouse
  6. 6. Monitor KPIs for performance evaluation
  7. 7. Implement recovery mechanisms for failures

Additional Information

DAG ID

WK-0749

Last Updated

2026-02-18

Downloads

116

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