In a step toward embedding artificial intelligence at the core of public-sector transformation, Digital Dubai has launched a white paper introducing the AI Integration Matrix Framework, a strategic model designed to help government entities systematically adopt AI within a unified, interconnected ecosystem.

Developed by a specialized team led by Eng. Abdullah bin Kenaid Al Falasi, Director of the Infrastructure and Operations Department, the framework aims to move entities beyond isolated AI initiatives and toward a coordinated operating model built on interoperability, governance, and institutional alignment.

The release aligns with Dubai’s broader ambition to strengthen its position as a future-ready digital city, driven by proactive governance and human-centric innovation. At its core is the idea that successful AI adoption depends not only on advanced applications but also on strong data quality, governance structures, and adherence to ethical and regulatory standards.

Hamad Obaid Al Mansoori, Director General of Digital Dubai, described the framework as a key milestone in the emirate’s digital transformation journey.

“The launch of the AI Integration Matrix Framework marks a pivotal milestone in our transition from adopting AI to embedding it across a fully integrated government ecosystem. This reflects the vision of His Highness Sheikh Mohammed bin Rashid Al Maktoum to build a government that operates as one interconnected system with people at the center of transformation,” he said.

Al Mansoori added that the framework provides entities with a clear methodology for organizing AI efforts, defining strategic priorities, and aligning initiatives to maximize long-term value.

Matar Al Hemeiri, Chief Executive of the Digital Dubai Government Establishment, said the initiative represents a shift from fragmented experimentation to coordinated implementation.

“The framework reflects our commitment to enhancing the readiness of government entities to leverage AI in a systematic and effective way, supporting the development of more efficient, proactive, and human-centric digital services,” he said.

The document introduces a practical AI Integration Matrix that categorizes use cases into four strategic areas: internal agents to streamline operations, internal Retrieval-Augmented Generation (RAG) systems to support institutional knowledge and decision-making, external agents to enhance customer-facing services, and external RAG systems to improve public access to information.

This structure allows government entities to build comprehensive AI ecosystems, prioritize investments, reduce duplication, and ensure that deployments remain scalable and sustainable.

Khalifa Al Marri, CEO of the Shared Government Services Sector at Digital Dubai Government Establishment, said the framework supports Dubai’s vision for a unified government model by accelerating the shift from limited AI pilots to full-scale institutional integration.

“The AI Integration Matrix Framework underscores our commitment to advancing Dubai’s vision of a unified, integrated government that prioritizes serving people,” he said.

The white paper also highlights Digital Dubai’s own internal rollout of the framework, which has already guided the deployment of more than 100 AI systems across multiple sectors. This has improved visibility, reduced project overlap, and strengthened coordination across teams.

The framework also addresses a key challenge facing public institutions globally: where to begin with AI adoption. By clearly defining use case classification, prioritization methods, and governance structures, it offers a practical roadmap for scaling AI while reducing the risks of fragmented or unstructured implementation.

Designed to be adaptable globally, the AI Integration Matrix positions Dubai not only as a regional leader in AI governance but also as a contributor to international best practices in government digital transformation.