Energy — Energy Data Governance Framework

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This DAG implements data governance policies to ensure compliance in energy data management. It integrates access controls and data masking for sensitive information while monitoring data lineage and historical records.

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Overview

The Energy Data Governance Framework DAG is designed to establish robust data governance policies within the energy sector, ensuring compliance with industry regulations. The primary purpose of this DAG is to integrate access controls and data masking mechanisms to protect sensitive data while maintaining transparency and traceability. The data pipeline begins with the ingestion of various data sources, including energy consumption logs, regulatory compliance reports, and user access records. Th

The Energy Data Governance Framework DAG is designed to establish robust data governance policies within the energy sector, ensuring compliance with industry regulations. The primary purpose of this DAG is to integrate access controls and data masking mechanisms to protect sensitive data while maintaining transparency and traceability. The data pipeline begins with the ingestion of various data sources, including energy consumption logs, regulatory compliance reports, and user access records. These inputs are processed through a series of steps that include data validation, lineage tracking, and access control enforcement. The processing logic ensures that sensitive information is masked appropriately, and historical data is archived for future audits. Regular audits are scheduled to verify compliance with regulations, and the results are documented in a compliance registry accessible to stakeholders. Monitoring key performance indicators (KPIs) such as data access frequency, compliance audit results, and data masking effectiveness are essential for maintaining governance standards. The business value of this DAG lies in its ability to streamline compliance processes, enhance data security, and provide stakeholders with confidence in data integrity, ultimately leading to improved decision-making and risk management in the energy sector.

Part of the Recommendations solution for the Energy industry.

Use cases

  • Enhances data security and privacy for sensitive information
  • Streamlines compliance processes to reduce operational risks
  • Improves stakeholder confidence in data integrity
  • Facilitates informed decision-making through reliable data
  • Reduces potential penalties from regulatory non-compliance

Technical Specifications

Inputs

  • Energy consumption logs
  • Regulatory compliance reports
  • User access records
  • Data masking configuration files
  • Audit trail logs

Outputs

  • Compliance registry documentation
  • Audit reports for regulatory review
  • Data access logs for monitoring
  • Masked data sets for analysis
  • Lineage tracking reports

Processing Steps

  1. 1. Ingest energy consumption logs and compliance reports
  2. 2. Validate data for accuracy and completeness
  3. 3. Apply data masking to sensitive information
  4. 4. Track data lineage for transparency
  5. 5. Conduct regular compliance audits
  6. 6. Document findings in compliance registry
  7. 7. Generate reports for stakeholders

Additional Information

DAG ID

WK-0865

Last Updated

2025-12-18

Downloads

99

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