Responsible Data Framework

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  1. Framework

    1. Data Management

      1. Data Architecture

      2. Data Infrastructure Technology

      3. Big Data Management

      4. Data Lifecycle Management

      5. Data Recovery

      6. Disaster Recovery

      7. Metadata Management

      8. Master Data Management

    2. Data Quality and Integration

      1. Integration data from multiple sources - Data Extraction, Transformation and Load (ETL/ELT)

      2. Ensuring data compatibility and interoperability

      3. Data enrichment

      4. Data deduplication

      5. Data Quality - Data Profiling, Cleansing and Validation

      6. Data annotation (AI model training)

    3. Data Analytics

      1. Data analytics and Monetisation

      2. Dark Data assessment

      3. Data architecture and platforms

      4. Data formats

    4. Data Governance

      1. Establishing data related policies and standards

      2. Change Management

      3. Data stewardship and accountability

      4. Data Ownership and Classification

      5. Compliance and regulatory requirements

      6. Data Quality

    5. Data Compliance

      1. Compliance frameworks and standards

      2. Data privacy regulations

      3. Audits and Assessments

    6. Data Security

      1. Endpoint Security

      2. Network Security

      3. Identity and Access Management (IAM)

      4. Encryption

      5. Data Masking

      6. Ransomware Protection

      7. Cloud Security

    7. Monitoring and Incident Response

      1. Security Information and Event Management (SIEM)

      2. Compliance Monitoring

      3. Threat Detection and Response

      4. Incident Response Plan

    8. Data Organisation

      1. Executive Leadership

      2. Data Governance Team

      3. Other Teams

    9. Data Culture

      1. Leadership and Vision

      2. Data Literacy

      3. Data Accessibility

      4. Collaboration and Communication

      5. Data driven decision making

Final Frameworks: CDR & Gaming
Harmonising ESG, CSR, CDR and SDGs
Defining Responsibility Frameworks
Indices for Viksit Bharat