Part I

How agencies can redesign strategic work without hiring more strategists

The value of a strategist often lies in having enough time to think. This sounds vague until you watch what happens when that time disappears.

A strategist can spend a day collecting information and still miss the important part: they have now seen the same pattern five times. Recognition needs some cognitive space. If the work consists entirely of gathering, structuring and producing, the pattern never gets a chance to become a decision.

How the capacity problem develops

Most agencies share strategists across several accounts. That works until more than one client needs them at once. Strategic demand is uneven, so the overload often arrives quickly.

First, strategists are reassigned from smaller accounts. Senior people work longer and take on jobs that would usually sit with someone more junior. Juniors are pushed into work above their experience level. Account managers and creatives cover parts of the gap. If the pressure continues, the agency brings in freelancers.

All of these responses can be reasonable. Freelancers often do excellent work. The problem is that the agency either reduces attention elsewhere, places judgement where it is not yet developed, asks people to work unsustainably or gives away margin.

Stop producing things nobody needs

Strategy has accumulated a great many outputs: frameworks, maps, matrices, funnel diagrams, audience slides, competitive slides, cultural slides, journey slides and positioning slides. Some alter the recommendation. Others mainly demonstrate that strategy happened.

Every unnecessary deliverable consumes time that could have gone into the decision. Constrained teams need a clear distinction between the thinking required to reach an answer and the polished artefacts used to present it. A strategist can investigate several routes internally without turning every route into twelve finished slides.

Design the work around decisions

The operational question is where experienced judgement changes the result. Map the work around those decision points, then separate the preparation a system can accelerate from the calls a strategist must own.

This may mean a structured first pass before senior review, clearer handoffs between account and strategy, shared client knowledge, or explicit approval points before work moves downstream. The aim is to stop using expensive judgement for assembly while preserving it where assumptions are challenged and choices are made.

Separate groundwork from judgement

Some tasks need an experienced strategist. Decisions involving trade-offs, taste and the management of clients or creative teams usually do. Many surrounding tasks consume the same person without requiring all of that experience.

Research has to be read and structured. Data needs a first pass. Competitors must be compared. Contradictions should be surfaced. Drafts need to exist before they can be improved. Relevant conclusions from previous work have to be carried into the current assignment.

AI can accelerate a substantial part of this if the task is clear, the information is reliable and somebody can judge the result. The purpose is to bring more assignments to the point where experienced judgement becomes useful.

Decide where the recovered time goes

If AI removes part of the groundwork, the recovered time should go into making decisions, working with creatives, understanding account concerns and talking to clients. It should give strategists time to notice patterns, challenge assumptions and choose between plausible alternatives.

Some agencies will use the saving to reduce cost. There may be periods when that is necessary. It is a limited strategy if every competitor can buy similar tools.

Using the same capacity to give more clients proper strategic attention is more interesting. A smaller account can receive a decent diagnosis. A pitch can begin from structured thinking sooner. Senior strategists can review more consequential decisions without doing every piece of assembly themselves.

This will not happen automatically. Agencies are very good at converting every efficiency into more throughput. If management rewards utilisation alone, AI-generated capacity becomes more assignments per strategist and the quality problem returns at higher speed. Capacity has to be protected through workload design, review time and incentives. That is a management problem before it is a technology problem.

Capacity needs a process

A blank chat box does not automatically create this benefit. If every person prompts in their own way, copies conclusions between conversations and reconstructs client context, the agency has moved work around rather than removed it.

The process needs clear tasks, connected outputs and a shared understanding of what is authoritative. It should know which work can be accelerated and where a person needs to stop, challenge or decide.

I would describe the goal as raising the floor across more of the agency's work. The best strategist may remain just as good as before. More assignments reach them in a condition where their experience can make a difference. That is a meaningful increase in strategic capacity, even if the headcount stays exactly the same.

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