Part 6/10:
Collaborating with data scientists and stakeholders throughout the process ensures alignment with analytical and business goals, making data ready for modeling and reporting.
3. Embedding Governance and Compliance
Implementing uniform logging and monitoring mechanisms ensures adherence to security and compliance standards. This allows organizations to:
Track data lineage
Detect and address violations promptly
Maintain audit-readiness
By embedding these controls into data workflows, organizations reduce the risks of non-compliance or data breaches.