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Summary: Consulting is not dying. It is being rebuilt around faster delivery, tighter teams, sharper commercial expectations, and a renewed premium on human judgment.

The Podcast Prompt

I recently joined Florian Haufe on the Business Unbound podcast for a conversation about what is actually changing in consulting:

How Consulting is Changing and Why AI is Disrupting the Traditional Model – Ben Appleton

🔗 Link to the podcast via: YouTube | Spotify | Apple Podcasts

We covered AI, partner hiring, the split between large firms and specialist boutiques, and the pressure this puts on the traditional consulting model. What made the discussion useful was not the headline topic of AI on its own. It was the broader question sitting underneath it: what still matters when parts of the work get faster, cheaper, and easier to produce?

That is the question more consulting leaders are now dealing with. Not in theory. In live hiring decisions, team design, practice strategy, and client conversations.

The answer is not that consulting disappears. The answer is that the industry is being forced back to first principles.

AI Changes Delivery

AI is already compressing parts of consulting delivery. Research, synthesis, benchmarking, first drafts, and parts of analysis can now be done faster than before. That changes the economics of project work. It also changes what clients expect to receive, how quickly they expect it, and how many people they are willing to pay for.

That does not mean the client problem has gone away. It means the old way of staffing that problem is under pressure.

For years, the consulting model relied on leverage. A relatively small number of senior people sold and directed work. Larger teams underneath executed the analysis, built the models, prepared the decks, and drove the day-to-day machine. AI now starts to eat into some of that leverage model. If one strong consultant with the right tools can produce work that used to require several people, the shape of the team changes.

This is where a lot of the noise in the market comes from. People can see the pressure on the old pyramid, but they often jump too quickly to the conclusion that consulting itself is finished. That is not what I see.

What I see is a model where low-value process work is being squeezed, while high-value judgment work becomes more visible.

That distinction matters. Clients were never really paying premium fees for the existence of a PowerPoint deck. They were paying for problem framing, decision support, executive alignment, political navigation, credibility in the room, and someone prepared to stand behind the recommendation. AI can help with the packaging. It still does not own the consequences.

That pushes consulting up the value chain. It also creates discomfort. Some firms are marketing AI harder than they are operationally using it. Some internal tools are being talked about more enthusiastically than they are being adopted. Some partners trust the narrative less than the press releases suggest. That gap between external message and internal reality is one of the more important things happening in the market right now.

The winners will not be the firms that make the loudest AI claims. They will be the firms that redesign delivery honestly. Smaller teams. Better operators. Clearer roles. Stronger partner involvement. Faster output. Less theatre.

Judgment Becomes More Valuable

The more analysis becomes abundant, the more judgment becomes scarce.

That is the real shift.

For years, consulting could partly hide weaker thinking behind process, polish, and team size. AI makes that harder. When more people can generate competent-looking analysis quickly, the market becomes less impressed by the format and more interested in the substance. That raises the premium on people who can actually think.

By judgment, I do not mean vague senior wisdom. I mean the ability to ask the right question, spot the weak assumption, identify what the client is not saying, understand the politics behind the brief, and push a discussion toward a decision. It is commercial judgment, relational judgment, and problem-solving judgment all at once.

That is why I do not buy the argument that AI will replace the human edge in consulting. It may reduce the number of people needed to produce certain outputs. It may reduce the value of some kinds of junior work. It may force firms to rethink apprenticeship and promotion. But none of that removes the need for trusted advisers.

In fact, it probably strengthens it.

When clients can get analysis from many places, they become more selective about who they trust to interpret it. When information is easier to access, filtering matters more. When everyone sounds informed, the market looks harder for proof of lived pattern recognition.

This also explains why networks still matter. Consulting remains a trust business. Senior clients still buy from people. They buy from people whose judgment they know, whose motives they trust, and whose track record gives them confidence under pressure. That has not changed. If anything, it has become more important because AI increases the supply of plausible answers.

The scarce asset is no longer the ability to produce a document. It is the ability to give the right answer, at the right moment, with enough credibility that people act on it.

The Market Is Splitting

The consulting market is not moving in one direction. It is splitting.

On one side, large global firms still have real advantages. They can offer cross-border delivery, broad capability, integrated transformation, large-scale execution, and brand reassurance. For some clients and some problems, that still matters a lot. Boards and senior executives often still want the comfort of a known platform, especially when the project is politically sensitive or operationally complex.

On the other side, specialist firms and focused boutiques are doing very well when they can offer something sharper. They win through depth, speed, and credibility. They often understand a narrow domain better. They can move with less internal friction. They are less constrained by matrix complexity. In some sectors, they simply feel closer to the client problem.

That is why I do not think the future belongs only to the giants. Nor do I think it belongs only to AI-native challengers making loud claims online. The market has room for both large platforms and serious specialists. What it has less room for is firms stuck in the middle with no clear advantage.

That middle is where things get harder.

If a firm is not truly distinctive on expertise, and not truly powerful on scale, it becomes vulnerable. It can get squeezed on price by smaller specialists and outgunned on platform by larger competitors. Add AI pressure to that and the weaknesses become more exposed.

This is also why capital is flowing into the sector in different ways. Some investors can see that certain consulting models still have very strong economics if they are run well. Some mid-sized firms are being backed to scale. Some firms are using external capital to fund growth or capability build-outs. Some are trying to buy speed in areas where they know they are behind. The logic is obvious enough: if consulting is being rebuilt, there is value in backing the firms that might rebuild fastest.

But there is a catch. More capital does not automatically create a better consulting business. It can fund hiring, technology, and expansion. It can also create pressure for growth before the firm has the cultural alignment or partner quality to support it. In consulting, the operating model is still built on people. If you bring in revenue carriers who do not integrate, overpromise, or fail to bring the relationships they were hired for, the capital does not solve the problem.

So yes, the market is splitting. But it is also getting less forgiving.

Partner Hiring Gets Tougher

At partner level, the market has become much clearer and harsher.

Firms are not just hiring experience. They are hiring a business case.

That sounds obvious, but many candidates still get this wrong. They talk about reputation, years in the market, brand names on the CV, and broad functional capabilities. Those things may help get attention. They do not close the case. The real questions are more direct.

What market problem do you solve?

Why now?

Why on this platform?

Who follows you?

What revenue could realistically move?

What will you build?

How do you win?

That is the level of precision the market increasingly expects.

This is why partner moves are so high stakes. At senior level, changing firms is not just changing jobs. It is a public statement about your commercial portability, your ambition, and your confidence in a new platform. If it works, it compounds a career. If it fails quickly, it creates questions.

A lot of failed partner moves come down to familiar issues. The platform was oversold. Internal sponsorship was too shallow. Key stakeholders were not truly aligned. The candidate overestimated client portability. Or the move made sense on paper, but not in practice, because the new firm’s model did not match how that partner actually wins work.

That last point matters more than people admit. Some partners succeed because they are strong operators inside a very strong platform. Others succeed because they are true market makers who create demand around themselves. Those are not the same profile. Firms often say they want the second type. Sometimes they accidentally hire the first.

The partner candidates who do best in the current market tend to be clear on three things.

They know their niche.

They can explain the commercial logic behind it.

They understand the difference between their own value and the value of their current platform.

That self-awareness is worth a lot. So is honesty. Firms are increasingly trying to distinguish what belongs to the person and what belonged to the machine around them.

Managers Matter More Than Ever

One part of this discussion still does not get enough attention: the manager layer.

If AI compresses junior execution work and clients expect leaner teams, managers become even more important. They are already the operational centre of most projects. They translate partner direction into something real. They coach teams, manage quality, handle clients, read risk, and stop the whole thing from drifting.

In practice, a great manager can hold a shaky project together. A weak manager can create chaos even with strong senior sponsorship.

As consulting teams get smaller, the burden on this layer rises. There is less room for error. Less slack in the team. Less ability to hide weak operators behind bigger staffing. This means the market will become more selective about who advances and why.

It also means aspiring partners need to think earlier about their case. Partner readiness does not begin when someone says your name is up for promotion. It starts much earlier, when you begin to define your niche, build client trust, accumulate commercial credibility, and show that your value is not just delivery, but market relevance.

That is where many careers drift. People stay broad for too long. They delay making a choice. They become good at doing the work without getting clear on why the market would back them as a builder of work.

That is a problem in the current environment. The market now rewards clarity more than before.

What This Means Now

So where does this leave consulting firms and consulting leaders?

For firms, the message is pretty simple. You do not need a grand AI narrative if the underlying delivery model has not changed. You need honest operating redesign. Better team shape. Better role clarity. Better partner economics. Better use of technology in live delivery. Less hiding behind heritage.

For senior candidates, the message is equally clear. The market is still open, but it is sharper. You need more than pedigree. You need a real business case, a believable growth story, and a clear answer to why your move makes sense now.

For mid-level consultants, this is the time to get deliberate. Pick the niche. Build the case early. Understand where demand is moving. Learn how your firm actually makes money. Watch how partners win. Work out what part of your success is portable and what part depends on the platform around you.

And for the wider market, the takeaway is that consulting is not in decline so much as in redesign.

That redesign will create winners and losers. It will reward firms that can combine technology with real advisory substance. It will reward specialists with depth and commercial clarity. It will reward leaders who understand that AI changes delivery, but not the need for trusted human judgment.

The old playbook is under pressure.

The job itself still matters.

The human edge still matters.

And in a market full of noise, that is probably the most useful thing to remember.

This post comments on the podcast:
Business Unbound: How Consulting is Changing and Why AI is Disrupting the Traditional Model – Ben Appleton
Link to the podcast via: YouTube | Spotify | Apple Podcasts

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