The reassuring line at conferences is that AI will augment marketers. It is usually delivered cheerfully, by someone selling AI tools. The doom version travels further on social media and is about as useful. Neither offers much to a marketer with a mortgage and fifteen years invested in a specialism.

Chapter 15 examines what a more honest answer requires. Marketing work is being reassigned, and some specialisms are now accessible to more colleagues. Leaders have to explain what is changing and help people prepare for the work that follows.

What the numbers tell us

Anthropic’s March 2026 research introduced “observed exposure”, combining theoretical model capability with actual Claude usage. Market research analysts and marketing specialists rank among the most exposed US occupations. Anthropic’s research

The distinction matters. This is a weighted measure of task coverage, with greater weight given to automated uses. It cannot tell us how many marketers will lose their jobs. Employment outcomes depend on commercial pressures and decisions made by leaders.

Spencer Stuart’s 2026 CMO survey makes those decisions more tangible. Over the previous year, 69 per cent of respondents had maintained headcount while shifting capabilities; 17 per cent had reduced it. Looking ahead 12–24 months, 54 per cent expected to hold numbers steady, while 36 per cent anticipated reductions through AI or the removal of redundancies. Spencer Stuart’s survey

Redeployment remains the majority expectation, but the direction deserves attention. A leader who promises that everyone’s job is safe is offering more certainty than the evidence allows.

More work comes inside

AI also changes the boundary between what marketing buys and what it owns. In 2024, Klarna reported a 25 per cent reduction in spending on external marketing suppliers, including translation, production, CRM, and social agencies, as it expanded its use of AI. Klarna’s announcement

For in-house teams, this can mean greater scope. More of the work sits with people who already know the brand. It also brings responsibility for quality and delivery that previously sat elsewhere.

The tasks are familiar: first drafts, routine assets, keyword research, reporting, scheduling, and campaign administration. Much of this is work marketers have long complained crowds out the thinking.

There is an opportunity here. But the work left behind often demands more judgement than current job descriptions recognise. People need time and support to grow into it. Otherwise, “augmentation” becomes a polite way of asking the same team to carry more.

Access widens, expertise moves upstream

We have seen a version of this before. As publishing tools became easier to use, campaign and product managers could update pages, schedule posts, and retrieve their own numbers. Digital specialists increasingly took responsibility for architecture, integration, and governance: the things that break expensively when nobody owns them.

Consider how this could work in customer insights. A campaign lead might use synthetic personas to explore possible reactions to a proposition before commissioning research. That opens up useful experimentation, provided everyone understands what the exercise can establish.

Those personas still need a custodian. Someone must ground them in real research, check their responses against customer evidence, and decide when speaking to human beings is essential. A plausible answer from a simulated customer is very easy to mistake for an actual customer insight.

The insights team’s expertise becomes more consequential as access widens. Its remit must widen too. Otherwise, the business acquires a convenient research tool while leaving nobody responsible for whether its answers deserve belief.

Roles broaden, but progression takes work

Content offers a useful example. Strategy, SEO, and social often sit in separate roles because each carries substantial execution work. As agents take on more of that workload, I expect some teams to bring the strategic decisions together.

A content intelligence lead might decide what to say, how to structure it for discovery, and where to distribute it, supported by agents handling parts of the production and monitoring. Similar opportunities exist across email, CRM, and lifecycle marketing.

These are possible organisational choices, not a universal destination. Combining responsibilities may create a better role; it may also become a pretext for reducing headcount. Calling every consolidation a promotion would repeat the reassurance we started with.

If the remit grows, authority, development, and pay should reflect it. Leaders also need to consider how junior colleagues will acquire judgement when agents perform the routine work through which earlier generations learnt.

From prompts to context and coordination

Prompting remains useful, but the larger responsibility is designing the information an agent works with: brand knowledge, customer evidence, competitive intelligence, and rules for keeping it current.

“Context designer” is a useful description of that work. It extends the same responsibility as curating the persona pool: deciding what the system can rely on and where its knowledge ends.

Coordination matters just as much. Someone must design the handovers between content creation, review, distribution, and performance analysis, including where human approval is required.

Gartner predicts that more than 40 per cent of agentic AI projects will be cancelled by the end of 2027, citing escalating costs, unclear business value, or inadequate risk controls. Gartner’s forecast That makes workflow design and accountability central to the business case.

Marketers bring valuable domain knowledge to this work. They will need technical partners and new skills, but their understanding of customers and commercial consequences gives them a place to start.

Before the next people review

Four things are worth doing now.

Map the tasks within each role. Identify where agent support genuinely saves time, including the effort required to check its output. Then decide what the released capacity is for.

Give each specialism a clear remit for maintaining standards. Wherever a capability becomes self-service, name the team responsible for its quality. That includes persona pools, brand knowledge, and measurement definitions.

Explain how roles will change. Define the responsibilities and development needed before announcing new titles. Where progression is possible, make the route concrete. Where reductions are planned, do not disguise them as development opportunities.

Build from the expertise already in the team. Some specialists can move into context design, agent operations, or governance. Give them training and room to practise. Years of domain knowledge deserve more than an invitation to learn a new tool over the weekend.

The marketer with fifteen years invested in a specialism deserves an answer they can use. Which parts of their work are moving? What will they be expected to own? What support will help them get there?

A marketing leader should be able to answer those questions for each role. Where the answer is still unclear, that is the first piece of work for the quarter.

Keep Reading

That’s all for this week book chapter summary, come back next Monday for the next chapter summary.

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Disclaimer: The views and opinions expressed in The Agentic CMO, Chronicles of Change and on my social media accounts are my own and do not necessarily reflect the official policy or position of S&P Global.