Data GovernanceOversight, ownership, compliance and accountability for data. | Data QualityEnsuring data is useful for its purpose, accurate and complete. |
Data SecurityProtecting data in storage, transit and use from unauthorized access. | Data PrivacyProtecting personal data in compliance with laws, standards and ethical principles. |
Data BackupBackup and restore processes. | Data RetentionImplementing policies for retaining and deleting data. |
Data IntegrationMaking data available to systems and applications that require it. | Data ArchivingLong term preservation of data. |
Data AnalysisThe practice of finding meaning in data. | Data AuditingA systematic evaluation of data management, data quality and data security. |
Audit TrailKeeping a record of all data access and changes that can be traced to its source. | Master Data ManagementUsing an authoritative source for important data and preventing duplication related issues. |
Data LineageRecording the history and origin of data. | Data StewardshipMaking individuals responsible and accountable for the content of data. |
Data CustodiansMaking individuals responsible for data related technologies such as databases and integrations. | Data EscrowStoring data with a neutral third party that will release the data given certain conditions. |
Data PurgingPermanently deleting data. | Data Risk ManagementIdentifying, treating and monitoring data related risks. |
Data ArchitectureThe structural design of data systems and data models. | Data AnonymizationTreating data to make it difficult to tie it to a person. |
Database DesignDesigning the structure of data such as relationships between entities. | Data AvailabilityEnsuring data is available as required. |
