AI strategy in Abu Dhabi: turning broad interest into owned priorities

Why strategy gets stuck

Interest is abundant; decisions are harder.

When many people can see possible uses for AI, the challenge is not generating ideas. It is choosing which ideas deserve attention now. Without a decision process, the loudest demonstration, the most enthusiastic team, or the newest product can set the agenda. That creates activity, but it does not necessarily create a stronger organisation.

A practical strategy gives leaders a way to compare opportunities on the same terms. It brings together business importance, workflow feasibility, information boundaries, capability, risk, and ownership. The result does not need to be a large report. It needs to make the order of work visible and give people confidence about what they are doing, what they are learning, and what they are deliberately deferring.

Start with outcomes

Ask what should become better in the work.

An outcome is more useful than a technology category. Faster proposal preparation, fewer repetitive reporting steps, clearer management information, more consistent customer follow-up, or better access to approved knowledge can all be examined in a practical way. A statement such as ‘we need an AI chatbot’ cannot. It already assumes the answer before the problem has been defined.

Choose a small group of outcomes that matter to the organisation's current priorities. Then ask the people who own the work to explain what currently slows them down, where quality falls, and how they would recognise an improvement. This creates a shared language for leaders and teams instead of a split between strategic ambition and operational reality.

Compare opportunities

Use one scorecard, but do not pretend it is automatic.

A simple scorecard can bring discipline to a crowded list: business value, feasibility, information readiness, people impact, risk, and ownership. The numbers are not the decision. They are a way to make assumptions discussable. If one group rates a use case as high value and another rates it as risky or unready, that difference is the conversation leaders need to have.

Keep the scorecard transparent. Explain the evidence behind each rating and record what would change it. That makes the strategy adaptable as the organisation learns. It also prevents a workshop from turning into a static ranking that nobody revisits once the next tool announcement arrives.

• Business value: what outcome could improve, and for whom?
• Feasibility: is the workflow clear enough to test?
• Information: are the sources reliable and permitted?
• People: who must learn, review, or change their routine?
• Ownership: who can make the next decision and be accountable for it?

Create an operating rhythm

Strategy becomes real in recurring decisions.

A useful strategy has a rhythm. A small leadership group reviews progress, resolves blockers, and makes scale-or-stop decisions. Workflow owners bring evidence from the work. People leaders make sure capability and communication are not left until the end. Information and risk owners clarify boundaries before a team adopts a new pattern by accident.

This does not mean creating a permanent committee around every idea. It means deciding which decisions need cross-functional visibility, which can be made within a team, and when an experiment should return for review. Good governance is proportionate to the impact of the work.

Avoid the common shortcuts

A list of tools is not a roadmap.

The fastest way to weaken a strategy is to make it a list of software purchases. Tools matter, but they are only one condition. A roadmap also needs the workflow, the people, the information, the review process, and an owner for each step. Another shortcut is announcing a large programme before a team has evidence from even one controlled use case.

A better approach is to make a small number of deliberate commitments and state what is not ready yet. Deferring an opportunity because its information is unreliable or its owner is unclear is good strategy. It protects the organisation's attention for work that can actually produce a useful learning cycle.

From strategy to action

Give each priority a next decision, not a vague ambition.

For every priority, write the next decision in plain language. It might be: validate the workflow with the team; prepare an approved knowledge source; run a time-boxed pilot; train a defined group; or assess a vendor against real tasks. A roadmap made of decisions is easier to lead than one made of broad themes.

Abu Dhabi is a Halden service-coverage route, not a statement that Halden has a physical office there. The underlying strategic discipline is portable: choose the work that matters, make ownership visible, test under controlled conditions, and let evidence set the next priority.

Questions for sponsors

Make the strategic choice concrete before asking teams to act.

Sponsors can ask: which business outcome is important enough to justify attention now; whose work will change; what evidence will make us confident; and what capacity will people need to learn the new routine? These questions prevent a strategy from becoming a distant leadership document. They also make it easier for managers to explain why a particular use case matters and how it connects to a wider priority.

The next question is ownership. A sponsor can remove blockers and make trade-offs, but a workflow owner has to live with the result after the launch. Name both roles. Then make sure the people closest to the work can challenge assumptions before a decision becomes expensive to reverse. A strategy becomes more durable when it reflects operational knowledge rather than only executive enthusiasm.

The final question is what will not be done yet. A clear defer list protects the organisation from trying to chase every possibility at once. It gives teams permission to focus, provides a place to record ideas that need more preparation, and makes future reviews more productive because leaders can see what conditions have changed since the earlier decision. It also makes a later restart purposeful: the team knows exactly which missing owner, source, capability, or decision must be resolved before the idea returns to the roadmap.