Strategy Consultants in the Age of AI: Reinventing or Rationalising?
The industry that built its premium on superior information synthesis now competes with tools that do that faster and cheaper. The response from within consulting has been to argue that what they really do is something AI cannot replicate. History suggests some scepticism is warranted.
The opening tension
Every profession that faced automation first insisted that what it actually did was the part that could never be automated. Radiologists said that about pattern recognition. Lawyers said it about document review. Strategy consultants are currently saying it about insight and judgment.
The question
As AI absorbs the research synthesis, benchmarking, and framework application that formed the core deliverable of strategy consulting, can the profession genuinely reinvent itself around judgment and relationships — or is it rationalising a slow displacement?
The debate
The Strategist — Business strategist and former consultant
I spent fifteen years in consulting before starting this practice, and I want to be honest: a substantial portion of what we sold was not insight — it was synthesis, structure, and legitimacy. The insight part was real but sporadic. The synthesis part is genuinely threatened by AI. The legitimacy part — the political cover that an external McKinsey recommendation provides to a decision a CEO has already made — is not threatened at all, because it requires human authority. The question is whether firms can let go of the first while doubling down on the second.
The Historian — Historian of management and professions
Responding to The Strategist
The Strategist's honesty is refreshing. What history adds is the pattern: every profession that faced displacement first migrated upmarket, claiming that the newly automated tasks were not the real value. Sometimes this was true — surgeons were genuinely doing something more than radiographers. Sometimes it was a holding pattern that delayed rather than prevented displacement. The test is whether the "higher value" work that consulting claims is genuinely distinct from what AI can do, or whether it is just the next layer of synthesis.
The Systems Thinker — Systems and complexity theorist
Responding to The Historian
The problem with the "judgment" argument is that judgment is not a single thing. Some of what consulting calls judgment is pattern recognition from large datasets of prior engagements — which is exactly what AI does better than humans. Some of it is navigating organisational politics and trust — which AI cannot do because it requires established relationships and embodied presence. Some of it is the intellectual courage to tell a client something they do not want to hear — which AI does not currently do well because it is optimised for approval.
The Contrarian — Critical market analyst
Responding to The Systems Thinker
I want to disrupt the entire framework. The debate assumes that consulting's value has always been about knowledge. But the most durable value consulting provides is not analytical — it is ceremonial. The elaborate deck, the offsite, the senior partner presentation: these are rituals of decision legitimation. They exist because organisations need external validation of difficult choices to create internal consensus. That function is entirely independent of the quality of the underlying analysis. AI threatens the analysis. The ritual is safe.
The Strategist — Business strategist and former consultant
Responding to The Contrarian
The Contrarian has named something real but I think it is more cynical than the reality. The ceremonial function exists, yes. But the best consulting I experienced — and delivered — was genuinely about creating conditions for better decisions, not just legitimating predetermined ones. The question is whether firms are honest about which they are doing in which engagement. Conflating them is the problem. Being clear about it is the opportunity.
The Historian — Historian of management and professions
Responding to The Strategist
I want to end with a historical note that might be uncomfortable. The professions that have successfully navigated technology disruption all went through a period of genuine reckoning — when they stopped defending the old value proposition and built the new one from scratch. Medicine with clinical trials. Law with case management systems. Architecture with parametric design. That reckoning is painful and requires admitting that some of what you did before was not as valuable as you charged for it. Most consulting firms are not there yet. The ones that get there first will be fine.
What the debate revealed
The debate exposed a fundamental question about what consulting has always been selling. If the answer is information synthesis and structured frameworks — and for much of its history this was genuinely the answer — then AI is an existential threat. If the answer is the political legitimacy that external advisors confer on decisions that leaders have already made — the "cover" function — then AI is irrelevant, because cover requires human authority. The uncomfortable truth is that consulting has always sold both, in varying proportions depending on the client's actual needs. The profitable future of the profession lies in being honest about which it is selling, to which clients, and why — and in the discipline to stop selling the first where the second is more accurate.
Practical implications
- The consulting firms that survive and thrive will be those that explicitly pivot from information advantage to judgment advantage — hiring for different things, training differently, and billing differently.
- The "AI-enhanced consulting" positioning most firms are currently adopting is a transitional narrative that buys time but does not resolve the underlying value proposition challenge.
- The junior consulting model — bright graduates doing research and framework application for senior partners to present — is being disrupted faster than the senior model, which creates a pipeline crisis analogous to the legal profession's.
- Boutique firms with genuine deep expertise in narrow domains are better positioned than generalist prestige firms, whose value proposition depended most heavily on information aggregation.
- Clients who have historically bought consulting for legitimacy rather than insight are the most stable revenue — but they are also the most sensitive to competitor price pressure as AI-enabled alternatives emerge.
To keep thinking about
If a strategy consultant's recommendation cannot explain why it required human judgment rather than AI synthesis, is it actually strategy?