Purpose
Collect and use data only for clear, appropriate, and documented reasons.

Shaker Global Digital Infrastructure
Managing information through clear purpose, ownership, quality, access, retention, and accountability.
The value and risk of data depend on how clearly it is defined, collected, organized, protected, accessed, retained, shared, and disposed of.
SGDI’s data governance direction is to establish responsible ownership and lifecycle practices that support reliable information and trusted digital systems.
The framework is presented as a clear institutional direction and should always remain aligned with actual company practice.
Collect and use data only for clear, appropriate, and documented reasons.
Define accountable roles for information quality, access, security, and lifecycle decisions.
Maintain accuracy, completeness, relevance, consistency, and timely correction.
Apply appropriate retention, archiving, deletion, and disposal practices.
Institutional Direction
Data governance should connect privacy, cybersecurity, architecture, artificial intelligence, records, access control, third parties, and institutional accountability.
Sensitive information requires proportionate protection and should never be collected merely because it may be useful in the future.
As data volumes and intelligent systems develop, governance should support trustworthy analysis without weakening privacy, security, fairness, or human oversight.
SGDI’s framework will need continued review as actual systems and legal obligations become defined.
SGDI believes clear purpose, accountable ownership, quality, security, and responsible lifecycle management are foundations of intelligent digital infrastructure.
Public content describes SGDI’s principles and intended direction. It must not be interpreted as a claim of certifications, deployed systems, global operations, or formal controls that have not been independently verified.
Explore the wider governance framework connecting ethics, security, accountability, human rights, and responsible technology.