1. Public Policy vs. Commercial Programs
We track official government directives, ministerial targets, Dubai Chamber rollouts, and verified public policy.
When major private enterprises launch independent initiatives for the same business community, we log them under Private Sector Initiatives with explicit separation, ensuring commercial vendor marketing is never confused with binding public policy.
2. Primary Source Verification
Research runs monitor primary authorities: Dubai Media Office, Digital Dubai, Dubai Chambers, and credentialed regional business reporting.
Unattributed marketing claims, vendor press releases, and speculative deadline commentary are explicitly filtered out.
3. Correction & Target Integrity
If an official body alters guidance, clarifies a timeline, or supersedes an announcement, this ledger records the update explicitly with a dated entry.
When an announced benchmark lacks published execution details, we classify it as “Target Only” or “No Official Info” rather than projecting speculative dates.