Dubai Data Manual Sets AI-Ready Rules For Government Entities

Digital Dubai, the government entity behind the official announcement, has updated its Dubai Data Manual to make public-sector data more usable for artificial intelligence, shared services and digital decision-making.

The announcement did not publish an adoption deadline or enforcement timetable for each government entity.

Dubai Data and Statistics Establishment, part of Digital Dubai, described the updated manual as a framework for how public entities govern, manage, share and use data under the Dubai Data Law.

The document is aimed at the operating layer behind Dubai's digital government services.

Digital Dubai said the manual covers data quality, governance, roles and responsibilities, and compliance requirements.

It also combines mandatory standards with practical guidance, giving government entities a common structure for data management rather than leaving each department to apply separate practices.

Younus Al Nasser, Chief Executive of Dubai Data and Statistics Establishment, said the updated manual is intended to advance government-wide readiness for AI.

He described Dubai's shift as moving beyond the digitalisation of individual services towards intelligent urban experiences supported by trusted, consistent and structured data.

Mandatory Standards And Self-Assessment Checklists Are Included

Digital Dubai said the new edition introduces clearer compliance requirements through mandatory data standards and self-assessment checklists.

The manual also sets out a unified structure for organisational units, a comprehensive data framework and guidance designed to standardise concepts, methods and implementation across government entities.

Because the source is an official Digital Dubai announcement, the public evidence is limited to the agency's description of the manual and its stated objectives.

Digital Dubai said the manual aligns with internationally recognised data-management practices while tailoring them to Dubai's requirements.

It also expands the scope of AI readiness so that data is governed and structured for advanced analytics and AI applications.

The framework treats data quality as an implementation requirement for public-sector services rather than only as a technology strategy.

Digital Dubai said high-quality, governed data can support better decision-making, service delivery, innovation and AI use cases.

The manual is therefore positioned as a tool for public entities that need consistent data before they can build more automated or AI-assisted services.

Digital Dubai also described a shift from fragmented practices towards a unified, sustainable and scalable approach across the Government of Dubai.

The manual gives entities a shared set of expectations for quality controls, governance ownership, compliance work and implementation tools.

The announcement frames reliable data inputs as a prerequisite for AI systems, but it does not treat the manual as proof that new AI services have already been deployed.

Digital Dubai Publishes The Manual On Data.Dubai Knowledge Hub

Digital Dubai said the updated manual is available in Arabic and English through the Knowledge Hub on the Data.Dubai platform.

The document can therefore serve as a reference point for entities implementing the city's data standards, although the announcement did not describe a public dashboard for measuring adoption.

The manual also supports the Digital Dubai Strategy.

Digital Dubai said the strategy focuses on integrated and intelligent city-wide digital experiences, product-based operating models, demand-driven data ecosystems, stronger compliance with the Dubai Data Law and growth of the digital economy.

The official announcement does not identify which entities must complete the new self-assessments first.

Digital Dubai also did not disclose penalties for non-compliance, a phased rollout schedule, budget allocations, entity-level maturity scores or measured service improvements from the updated Dubai Data Manual.