Policy-Based Transfer of
Data Ownership To Avoid ‘Orphan’ Data

In today’s data-driven world, organizations struggle with managing a growing volume of information. Orphaned data – datasets with unclear ownership – creates a significant challenge. This lack of accountability hinders data quality, security, and compliance efforts. Additionally, fragmented data ownership practices impede collaboration and knowledge sharing, limiting the potential value data can deliver. Zubin, Data Dynamics’ AI-powered self-service data management software, empowers data owners with self-service tools to understand their data, manage access permissions, and collaborate effectively, Zubin takes a comprehensive approach to tackle the root causes of orphan data, unlocking its potential to drive business value and fuel innovation.

1Eliminating Orphan Data and Ensuring Data Accountability

Eliminating Orphan Data and Ensuring Data Accountability

Employee turnover, departmental restructuring, and changes in data ownership responsibilities can lead to “orphan data” – data sets with no designated owner. This creates a lack of accountability for data quality, security, and compliance.

Data Governance & Accountability with Zubin

Zubin’s automated ownership transfer effectively addresses this challenge by identifying and reassigning data to active custodians based on predefined rules. By establishing clear ownership and accountability, organizations can mitigate risks, improve data governance, and enhance overall data management efficiency. Additionally, Zubin’s role-based access controls (RBAC) can be integrated with ownership assignments to ensure that only authorized individuals have access to the data, further strengthening data security.

2Simplifying Data Governance Workflows and Streamlining Compliance

Simplifying Data Governance Workflows and Streamlining Compliance

Manual processes for assigning and reassigning data ownership are time-consuming, error-prone, and hinder data governance efforts. Inconsistent data ownership practices can lead to data security vulnerabilities and complicate compliance with data privacy regulations like GDPR and CCPA.

Automation & Compliance with Zubin

Zubin’s policy-based ownership transfer eliminates manual intervention, ensuring consistent ownership practices and simplifying compliance efforts. By providing a centralized record of ownership changes, Zubin facilitates efficient audits, regulatory reporting, and demonstrates adherence to data privacy regulations. Moreover, Zubin’s integration with data retention policies ensures that data is managed per its lifecycle, minimizing compliance risks.

3Fostering Data Stewardship and Empowering Data Owners

Fostering Data Stewardship and Empowering Data Owners

Traditional data governance models often leave data owners feeling disengaged and powerless. Without a clear understanding of their data assets, they are less likely to take responsibility for data quality and security.

Data Ownership & Stewardship with Zubin

Zubin empowers data owners with self-service tools and clear ownership responsibilities. By providing visibility into data usage and enabling ownership transfers, Zubin fosters a sense of stewardship and accountability. Additionally, Zubin’s data quality monitoring capabilities enable data owners to assess the health of their data and take corrective actions, improving overall data quality and reliability.

4Mitigating Data Security Risks and Ensuring Data Confidentiality

Mitigating Data Security Risks and Ensuring Data Confidentiality

Orphaned data with unclear ownership is a major security risk. Without a designated owner, data may go unnoticed and remain unencrypted or poorly secured, increasing the vulnerability to data breaches and unauthorized access.

Data Security & Confidentiality with Zubin

Zubin’s automated ownership assignment and granular access controls mitigate these risks. By designating clear owners and enforcing strict permissions, Zubin safeguards sensitive data and protects against unauthorized access. Furthermore, Zubin’s data classification capabilities can be used to identify and protect high-risk data, reducing the likelihood of data breaches and data loss.

5Optimizing Data Storage Utilization and Minimizing Costs

Optimizing Data Storage Utilization and Minimizing Costs

Orphaned data often remains stored indefinitely, even if it’s no longer relevant or valuable to the organization. This unnecessary data consumes valuable storage resources and increases storage costs.

Cost Optimization & Storage Management with Zubin

Zubin’s policy-based transfer, retention management, and archival capabilities optimize storage utilization. By identifying and managing data lifecycle effectively, Zubin reduces storage costs and ensures data availability. Additionally, Zubin’s integration with cloud storage platforms enables organizations to leverage cost-effective storage options while maintaining data accessibility.

6Enhancing Data Collaboration and Knowledge Sharing

Enhancing Data Collaboration and Knowledge Sharing

Unclear data ownership can hinder collaboration and knowledge sharing. Business users may hesitate to access or utilize data if they are unsure of who owns it and who they should contact for permission. This creates data silos and limits the potential value that data can deliver to the organization.

Data Democratization with Zubin

Zubin’s clear ownership assignments and data sharing capabilities foster knowledge sharing and break down data silos. By providing insights into data usage, Zubin empowers data owners to make informed decisions about collaboration and Data Sharing. Moreover, Zubin’s metadata management capabilities can be used to create data catalogs and registries, improving data discoverability and facilitating collaboration.

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