Strategic AI advisory for leadership teams

A useful leadership question has an owner, a deadline and a consequence. You might be considering whether to sponsor an internal assistant, how to interpret an agent demonstration, or what your management team needs to understand before approving a pilot. Those questions call for different expertise. Describe the decision in a sentence so we can shape the discussion around the judgement you need to make.

Support is shaped around the decision your leadership team needs to make. A private executive briefing can frame a narrow question; a series of discussions can examine related priorities and develop a strategic roadmap. Preparation, contributors, number of sessions and outputs are agreed in the proposal.

You do not need a complete AI strategy to begin. A narrow, unresolved question is often enough. If the issue spans several departments with competing priorities, we can help you decide whether the longer workshop format would give those people the time they need.

Start with the business problem: which workflows, decisions or customer needs deserve attention? Compare opportunities by expected value, information availability, organisational readiness and the consequence of errors. A useful outcome may be a shortlist to investigate rather than an immediate tool purchase.

When technologies or models are part of the decision, agree evaluation criteria before selecting candidates. Discuss the task, quality expectations, information access, operating constraints and internal review capacity. The advisory defines what your team should evaluate and which specialist perspectives are needed.

Connect experiments to a strategic roadmap. Identify what is known, what needs evidence, who owns each decision and when to review progress. Scope follow-up around those decisions so that experimentation produces a usable direction for the organisation.

Before booking, consider who must participate in the outcome. A leadership briefing can sharpen a sponsor’s thinking. A workshop gives a wider group time to negotiate priorities. Training allows participants to practise a skill and receive feedback. Choosing the format first helps avoid an overloaded agenda and gives your team a clear expectation of what the session should achieve.

Your preparation should help the expert understand the situation without turning into a research project. Share the commercial or operational objective, the decision date and what has already been tried. Explain where opinions diverge. One leader might be focused on cost, another on service quality, and a third on the burden of maintaining another tool. Making those differences visible helps the discussion address the actual trade-off.

Include a simple picture of the current workflow and the constraints you already know. An anonymised description is usually a better starting point than a folder of internal documents. Tell us who can approve further work and who will need to review it. We agree any additional materials and their handling during the intake, including whether the session can be recorded and who may receive the resulting note.

Imagine a company whose account managers spend time searching product documentation. A supplier demonstrates an assistant that answers their questions fluently. The leadership question is whether to investigate it further. This is an illustrative scenario, not an AISB client result. The briefing would examine what the demonstration actually establishes and what it leaves unanswered.

The commercial lead might value quicker preparation for customer meetings. The product owner might worry about obsolete documents. IT could point out that different employees have different access rights. Together, these perspectives change the next step: the company needs representative questions, a reliable source set and a way to check answers before it can interpret a productivity claim.

A useful outcome could be an agreement to test a limited set of approved documents with a small internal group. The decision note would identify the sponsor, the quality criteria and the unanswered access questions. It would leave technical design and deployment to the people responsible for those activities.

The right scope depends on the decision. A focused briefing can explore one question and define the evidence to collect. Broader advisory can connect several experiments, compare technology approaches and shape the sequence of leadership decisions. The proposal sets out preparation, participants, discussions, outputs and review points.

Your team remains responsible for technical testing, procurement and operational delivery. Strategic support can help define evaluation questions and identify the expertise to involve. It does not include developing, integrating or deploying a system.

Your proposal should make the engagement easy to assess internally: the practitioner’s relevant experience, the preparation included, the participant group, the delivery format and the intended note. Ask which examples will be discussed and whether any commercial relationships are relevant to the topic. The value of the session depends on the match between your question and the person addressing it.

Preparation depth, specialist research, travel, moderation and additional stakeholder interviews can change the fee. A remote discussion based on a short intake is a different engagement from an in-person session requiring extensive background review. Once the note is delivered, your sponsor can use it to brief colleagues, commission further investigation or decide to pause. A further session is a separate decision, based on what your organisation still needs.