| Pillar | Role/Description |
| People | People play the vital role on determining the technology requirements, defining the processes, and finally driving the data governance. Questions: 1. Are our people committed to data governance? 2. Have we properly defined their roles and responsibilities? 3. Do they have enough required skills? 4. Is Change Management Plan Deployed? |
| Processes | Governance processes confirms that data is formally managed across the enterprise, which ensures that critical business processes draw on trusted data. Points to be considered: 1. Data definitions, rules, and goals must be realistic and appropriate. 2. Business processes are modernized, and business rules are reviewed so that they can integrate data governance cleanly and deliver meaningful results. |
Contributors | Business Personnel and IT Professionals who provide necessary context, including business leaders, process owners, and stewards who run the upstream and downstream processes impacted by initiative, as well as IT architects, analysts, and systems experts. |
Technology | Technology includes the platforms, tools, and subject matter expertise necessary to enable a sound data governance process. Even if existing systems are already governed to some extent, platform technology enablers such as data profiling, lineage, and metadata tools are critical to automate and scale data governance processes and accelerate time to value. |
Data Governance – Framework & Pillars
Master’s degree in computer science with Specialization in Software Engineering and Earned PGD in Management Information System, in addition to 45+ Online Professional Certifications.
Accumulated 20+ years’ Information Technology, Data Governance, Data Management, and Compliance related consecutive hands-on experience, possess diversified business and technical background across the Aviation, Healthcare, Investment, Education, and Construction sectors.
Engaged in Applied Research with a focus on Big Data Governance, Privacy, Security, and Compliance, resulting in the publication of numerous articles and research manuscripts in prestigious international journals, including the Journal of Sensor Networks and Data Communications, the Journal of Electrical Electronics Engineering, and the Innovative Journal of Applied Science. These works contribute practical insights and solutions to address industry challenges effectively.
Experience includes leading data governance and management initiatives, ensuring compliance with NDMO, GDPR and KSA PDPL, and implementing/improving data security, privacy, & protection.
Served in leadership capacities such as Manager – Data Management, Adjunct Faculty Member, Sr. Team Lead – Database Specialist, Sr. Team Lead Consultant, Sr. Applications DBA, Sr. Resident Consultant, and Manager Systems.
Possesses extensive expertise spanning a diverse range of platforms, tools, technologies, hardware, software, and operating systems, effectively leveraging this knowledge to address complex challenges in Data governance, security, privacy and compliance.
45+ Online Professional Certifications, which includes:
• CDMP – Certified Data Management Professional
• CDPO – Certified Data Protection Officer
• GDPR – General Data Protection Regulation Practitioner
• EDRP – EC-Council Disaster Recovery Professional
• AWS Certified Cloud Practitioner
• Oracle Enterprise Data Management Professional
• Oracle Database Cloud Certified Professional
• ITIL – Information Technology Infrastructure Library (ITSM – IT)
For further detail