Active

Discovery Continuous Improvement

The organization shall drive ongoing enhancement of data discovery through a continuous improvement process. The process shall use inputs from discovery reviews, monitoring results, stakeholder feedback, and best practice benchmarking to identify, implement, and measure improvements.

Requirement ID
DAT-002-R010
Parent Control
DAT-002
Domain Code
DAT

Requirement Details & Guidance

DAT-002-R010 · DAT-002
Why This Requirement Exists

To systematically improve data discovery using evidence from performance, incidents, reviews, audit findings, stakeholder feedback, and changes in requirements.

Implementation Guidance

Use review results, incidents, metrics, audit findings, regulatory changes, stakeholder feedback, and benchmarking to identify, prioritize, implement, and measure improvements.

Practical Application & Audit Readiness

DAT-002-R010 · Field Guidance

Business Examples

    Common Audit Findings

      Common Mistakes

        Best Practices & Ownership

        DAT-002 · Recommended Approach

        Recommended Practices

          Typical Owner

          Cross-Mapped Regulatory Frameworks

          Harmonized Control Mappings
          FRAMEWORK CODE FRAMEWORK NAME & DETAILS FAMILY / CATEGORY VERSION ACTION
          ISO27001 ISO/IEC 27001 ISO/IEC 27001 specifies auditable requirements for... Clause: 10.1 – Continual improvement
          ISO
          Standard
          		 v2022 View →
          RBI-CSF RBI Cyber Security Framework / Master Directions RBI cyber-security requirements and directions set... Clause: 1) Inventory Management of Business IT Assets – 1.1 Asset inventory incl. business/customer data, applications, infrastructure, facilities, key personnel and criticality; 1) Inventory Management of Business IT Assets – 1.2 Data/information classification by sensitivity; 1) Inventory Management of Business IT Assets – 1.3 Protection of data/information across storage, transmission, processing and access, inside/outside the bank
          India
          Regulation
          		 vLatest View →
          SEBI-CSCRF SEBI Cyber Security & Cyber Resilience Framework SEBI’s Cybersecurity and Cyber Resilience Framewor... Clause: 2.1 ID.AM: Asset Management; 3.3 PR.DS: Data Security
          India
          Regulation
          		 vLatest View →
          DORA Digital Operational Resilience Act The EU Digital Operational Resilience Act establis... Clause: Article 8(1) – Identify, classify and document ICT-supported business functions, information assets and ICT assets Article 8(4) – Identification and mapping of critical information/ICT assets, configurations and interdependencies
          EU
          Regulation
          		 vCurrent View →
          NIS2 NIS2 Directive The NIS2 Directive establishes EU-wide cybersecuri... Clause: Article 21(2)(a) – Policies on risk analysis and information system security
          EU
          Directive
          		 vCurrent View →
          PCI-DSS PCI DSS PCI DSS is an industry security standard maintaine... Clause: 3.2.1 – Account data storage is kept to a minimum through; 3.5.1 – PAN is rendered unreadable anywhere it is stored; 12.5.1 – An inventory of system components that are; 12.5.2 – PCI DSS scope is documented and
          PCI
          Standard
          		 v4 View →
          NIST-CSF NIST Cybersecurity Framework (CSF) The NIST Cybersecurity Framework provides high-lev... Clause: ID.AM – Asset Management | ID.AM-07 – Inventories of data and corresponding metadata for designated data types are maintained PR.DS – Data Security | PR.DS-01 – The confidentiality, integrity, and availability of data-at-rest are protected
          NIST
          Framework
          		 v2 View →
          NIST80053 NIST SP 800-53 NIST SP 800-53 Rev. 5 presents control families, i... Clause: 3.5 – CONFIGURATION MANAGEMENT, 3.13 – PROGRAM MANAGEMENT; CM-12 – INFORMATION LOCATION, PM-5 – SYSTEM INVENTORY
          NIST
          Control Catalog
          		 vRev. 5 View →
          CIS-V8 CIS Controls CIS Controls are a prioritized set of cybersecurit... Clause: Control 03 – Data Protection: 3.2 – Establish and Maintain a Data Inventory
          CIS
          Best Practice
          		 vv8 View →
          NPCI-ISR NPCI Information Security Requirements NPCI information-security requirements define cont... Clause: Security Measures / Controls; Data Security
          India
          Standard
          		 vLatest View →
          SOC2 SOC 2 Trust Services Criteria SOC 2 is an independent examination and reporting... Clause: CC2.1 – Information and Communication – COSO Principle 13: The entity obtains or generates and uses relevant, quality information to support the functioning of internal control. C1.1 – Confidentiality – The entity identifies and maintains confidential information to meet the entity’s objectives related to confidentiality. CC4.1 – Monitoring of Controls – COSO Principle 16: The entity selects, develops, and performs ongoing and/or separate evaluations to ascertain whether the components of internal control are present and functioning. CC4.2 – Monitoring of Controls – COSO Principle 17: The entity evaluates and communicates internal control deficiencies in a timely manner to those parties responsible for taking corrective action, including senior management and the board of directors, as appropriate.
          AICPA
          Audit Framework
          		 vLatest View →
          ISO27701 ISO/IEC 27701 ISO/IEC 27701 provides requirements and guidance f... Clause: 6.12.1.2; 6.12.1.2 – Protection of PII (privacy)
          ISO
          Privacy Standard
          		 v2019 View →

          Parent Domain Context

          Governance Domain Baseline
          Domain Name:
          Data Protection & Privacy (DAT)
          Purpose:
          To protect data throughout its lifecycle and ensure compliance with privacy regulations.
          Scope:
          Enterprise
          View

          Parent Control Context

          Control Baseline
          Control Name:
          Data Discovery (DAT-002)
          Summary:
          Establishes automated and manual processes to discover, identify, and inventory sensitive, regulated, personal, and business-critical data across on-premises, cloud, and hybrid environments.
          Business Description:
          Establish and maintain processes to discover, identify, and inventory sensitive, personal, regulated, and business-critical data across on-premises, cloud, and hybrid environments.
          View