Public Sector — Regulatory Obligation Extraction Pipeline

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This DAG automates the extraction of regulatory obligations to ensure compliance and transparency. It integrates data from multiple sources, normalizes it, and publishes the results for easy access and monitoring.

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Overview

The Regulatory Obligation Extraction Pipeline is designed to facilitate the extraction of regulatory obligations from various internal and external sources within the public sector. Its primary purpose is to ensure compliance with legal requirements and enhance transparency in operations. The pipeline begins by ingesting data from sources such as government databases, compliance reports, and internal audits. Once the data is ingested, it undergoes a normalization process to standardize formats a

The Regulatory Obligation Extraction Pipeline is designed to facilitate the extraction of regulatory obligations from various internal and external sources within the public sector. Its primary purpose is to ensure compliance with legal requirements and enhance transparency in operations. The pipeline begins by ingesting data from sources such as government databases, compliance reports, and internal audits. Once the data is ingested, it undergoes a normalization process to standardize formats and ensure consistency across datasets. Quality controls are implemented at this stage, including validation checks to maintain data integrity and security measures such as Role-Based Access Control (RBAC) to safeguard sensitive information. After processing, the results are published to a centralized data warehouse, allowing for streamlined access and analysis. Key performance indicators (KPIs) monitored include the compliance rate and extraction time, which provide insights into the efficiency and effectiveness of the pipeline. The business value of this DAG lies in its ability to automate compliance processes, reduce manual errors, and provide timely access to critical regulatory information, thereby supporting informed decision-making and risk management in the public sector.

Part of the Fraud & Anomaly Analytics solution for the Public Sector industry.

Use cases

  • Enhances operational transparency in public sector activities
  • Reduces manual effort and associated errors
  • Improves compliance with regulatory requirements
  • Facilitates timely access to critical data
  • Supports informed decision-making and risk management

Technical Specifications

Inputs

  • Government regulatory databases
  • Internal compliance reports
  • Audit logs from financial systems

Outputs

  • Published regulatory compliance reports
  • Data quality assessment logs
  • Centralized data warehouse updates

Processing Steps

  1. 1. Ingest data from regulatory databases
  2. 2. Normalize data formats for consistency
  3. 3. Validate data for quality assurance
  4. 4. Implement RBAC for data security
  5. 5. Publish results to the data warehouse
  6. 6. Monitor compliance KPIs and extraction time

Additional Information

DAG ID

WK-0137

Last Updated

2025-11-05

Downloads

43

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