Avanti AI Labs, the artificial intelligence division of Avanti Holding, has published its flagship research publication, Beyond AI Adoption: The GCC Execution Gap 2026. The study examines a question that has become more useful than the adoption headlines that dominated the previous two years: not how many organisations in the Gulf are using artificial intelligence, but how deeply that technology has actually reached into the way they operate.
Why Avanti AI Labs produced this analysis
Avanti AI Labs builds and operates AI systems inside the Avanti Holding group and for external clients across government and the private sector. That work repeatedly surfaces the same pattern: the difficulty in an enterprise AI programme is rarely the model. It is the permissioning, the data that sits in systems the assistant cannot reach, the workflow that still ends in a human re-keying a result, and the governance question that arrives the moment AI is given access to something that matters.
The publication was produced to describe that pattern with published evidence rather than anecdote. It is a synthesis: Avanti AI Labs did not run an original survey. It draws together credible public datasets on adoption, enterprise data access, integration and control, and adds its own analysis of what the combination means for organisations planning their next stage of deployment.
The principal finding
Strategy is ahead of infrastructure. Across the Middle East dataset examined in the report, 70% of CEOs report a clearly defined AI roadmap, while 22% say their most-used AI tools can access all relevant company documents and data. Within the Gulf Cooperation Council, 16% report equivalent enterprise data access. Avanti AI Labs describes the distance between the first two figures — an illustrative 48 percentage points — as the execution gap: the space between what organisations intend to do with artificial intelligence and what their information architecture currently allows it to do.
These are separate measures drawn from published sources rather than a single surveyed statistic, and the report labels each figure by the population it describes. Middle East, GCC and UAE data are not interchangeable, and the publication is explicit about which is which.
Why the execution gap matters
An AI tool that cannot reach the relevant data produces confident output about an incomplete picture. That is not a marginal limitation. It determines whether artificial intelligence remains a drafting aid for individuals or becomes an operating capability for the organisation. The report frames the problem across four dimensions: AI ambition, where strategy is ahead; data access, where infrastructure is behind; enterprise integration, where the last mile is the hardest; and control and dependency, where governance becomes more important precisely as AI moves closer to execution.
The UAE and GCC context
The Gulf has moved quickly. The report records UAE working-age generative-AI diffusion at 70.1% in the first quarter of 2026 — a level of population-scale familiarity with the technology that few markets can claim. The publication treats that as the starting condition rather than the conclusion. Widespread individual use does not by itself produce enterprise capability, and the report's country sections examine the United Arab Emirates, Saudi Arabia and Oman separately, because the constraints and the state of national infrastructure differ across them.
What business leaders should take from it
The practical implication is a change of question. The useful board-level question is no longer whether the organisation has an AI strategy; most now do. It is whether the AI systems already in use can reach the documents, records and applications that the work depends on, who has decided what they are allowed to reach, and how that access is governed and audited. Organisations that treat data access, integration and control as the AI programme — rather than as prerequisites to be resolved later — are the ones most likely to convert adoption into measurable operational outcomes.
Beyond AI Adoption: The GCC Execution Gap 2026 is published by Avanti AI Labs and is available to read in full, with its statistics, country analysis, methodology and sources, on the Avanti Holding website. The full report is also available as a downloadable PDF.