
The consulting pyramid didn’t decline gradually — AI collapsed its underlying economics in less than 24 months. The model survived for 70 years because three mechanisms held it together: leverage economics, the junior talent pipeline, and the apprenticeship system. AI breaks all three. What emerges now is not a re-inflated pyramid, but three incompatible firm architectures.
Each is a strategic bet. Each determines who you hire, the work you can win, and the economics you can sustain. No firm can mix them. Structure locks strategy.
1. The Obelisk
Thesis: AI automates the bulk of junior work, allowing firms to shrink the base but maintain scale and senior layers.
This is the Big Four bet. PwC, Deloitte, EY, and KPMG are not abandoning scale; they’re compressing the bottom and integrating AI across delivery.
Characteristics
- 50–70 percent reduction in junior hiring
- Junior roles become “AI output curators”
- Middle layers persist but shrink
- Senior layer structurally unchanged
- Large programs remain deliverable through systematized AI workflows
Strategic Logic
The Obelisk assumes AI can replace junior leverage without compromising throughput. Efficiency compensates for headcount loss.
The core belief:
Automation can preserve scale.
Vulnerability
Long-term pipeline decay.
A smaller, less experienced junior cohort undermines future leadership formation.
2. The Hourglass
Thesis: AI hollow outs the middle. Junior apprenticeship and senior judgment survive; mid-tier generalists do not.
This is the MBB direction. McKinsey’s graduate hiring expansion is consistent with this architecture: maintain the bottom, fortify the top, compress the middle.
Characteristics
- Manager-level work is most automatable
- Junior roles evolve but remain essential
- Senior experts expand in value
- Extreme compression of engagement leadership roles
- A long-term “missing rung” problem
Strategic Logic
The Hourglass assumes value remains concentrated at the extremes:
- Junior talent for absorptive capacity
- Senior leaders for judgment and synthesis
Middle-tier work — structuring analysis, reviewing output, producing slideware — is exactly what AI is best at.
The core belief:
Judgment at the top plus apprenticeship at the bottom is the defensible core.
Vulnerability
A collapsed middle produces an eventual leadership shortage.
No rungs, no partners.
3. The Box
Thesis: Flatten the firm. Replace the middle with AI operators. Deliver outcomes through senior experts, not leverage.
Boutiques and AI-native firms (A&M, Queen’s Tower, specialist shops) are pioneering this model.
Characteristics
- 1:1 senior-to-junior ratio
- Outcome-based pricing, not time-based leverage
- AI operators replace generalist managers
- Domain specialization becomes the differentiator
- Narrower scope, faster delivery, deeper expertise
Strategic Logic
The Box rejects the pyramid economics entirely. No leverage. No hierarchy. No career ladder.
Clients buy:
- Senior judgment
- Deep specialization
- AI-accelerated execution
The core belief:
If AI handles production, expertise becomes the only durable moat.
Vulnerability
Limited scalability.
Difficult to win multi-year, multi-workstream transformation programs.
Why These Three Models Cannot Coexist
Each architecture embeds a non-negotiable operating assumption:
- Obelisk: AI is a scale amplifier.
- Hourglass: AI is a middle-layer disruptor.
- Box: AI is a full production replacement.
These assumptions produce mutually exclusive firm designs. You cannot run an Obelisk delivery engine with a Box talent mix. You cannot maintain a Box cost structure with an Hourglass career model. Firms that attempt hybridization end up structurally incoherent — neither cheap enough, nor expert enough, nor scalable enough.
Strategy follows structure.
Structure follows AI’s economic logic.
The pyramid cannot be rebuilt.
The Strategic Choice
Your architecture determines your competitive advantage:
Obelisk
Strengths: scale, operational efficiency, enterprise penetration
Weaknesses: slow erosion of senior pipeline
Hourglass
Strengths: senior judgment, client trust, continuity
Weaknesses: leadership bottleneck
Box
Strengths: specialization, speed, outcome economics
Weaknesses: limited program scale
The market will not converge to one model. Demand is segmenting. Enterprise clients will gravitate toward Obelisk and Hourglass firms; high-stakes or domain-deep problems will favor Box firms.
What’s disappearing is the traditional pyramid — the model where juniors did the work, managers reviewed, and partners sold. AI eliminates the economic rationale for the base, the operational need for the middle, and the production constraints that made leverage possible.
The Final Insight
A firm’s architecture is now its strategy.
It dictates economics, culture, talent pipelines, client selection, and long-term survivability.
The consulting industry has split into three incompatible futures.
The question is no longer whether the pyramid survives.
It’s which replacement model a firm has the discipline — and courage — to choose.
Full context, extended analysis, and mechanisms here:
https://businessengineer.ai/p/ai-and-the-state-of-the-consulting








