Sources & Research Standards
Mukaab Events sources intelligence from the highest-quality institutional and governmental sources available. Our primary sources include official Saudi government publications (Vision 2030, PIF, NMDC), regulatory filings from the Capital Market Authority (CMA) and Saudi Central Bank (SAMA), institutional research from McKinsey, Deloitte, Knight Frank, and the World Bank, peer-reviewed academic research, and verified industry data. We do not rely on unverified social media, anonymous tips, or speculative commentary as primary sources. Where we reference media reports citing unnamed sources, we identify the publication and note the anonymous sourcing.
Fact-Checking Process
All published content undergoes multi-source verification. Key data points — financial figures, project specifications, timelines, regulatory details — are cross-referenced against at least two independent authoritative sources. Statistical claims include source citations and publication dates for reader verification.
Update Frequency
Content is reviewed quarterly at minimum. Significant developments — project milestones, policy changes, material market movements — trigger updates within 48 hours. All updates include dated revision notes at the top of affected content.
Correction Policy
When errors are identified — by our team, readers, or external parties — we correct them promptly. Material corrections are noted at the top of affected articles with date and nature of correction. To report an error: [email protected].
Editorial Independence
No content is influenced by advertisers, sponsors, commercial partners, or external entities. We maintain strict separation between editorial and commercial operations. Analysts are prohibited from holding financial positions in companies or assets they cover. Mukaab Events is not affiliated with NMDC, PIF, or any Saudi government entity.
Disclosure Policy
Potential conflicts of interest, sponsorship relationships, or affiliate arrangements are disclosed in affected content. Sponsored content is clearly labeled. Editorial recommendations are never influenced by commercial relationships.
Author Qualifications
Our editorial team comprises professionals with verified expertise in events market analysis, Saudi Arabian megaprojects, institutional investment research, real estate economics, and urban development policy. Qualifications are available upon request.