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Boutique vs. Enterprise AI Consulting
The phrase 'AI consulting' covers everything from a global firm staffing a hundred-person program to a small specialist team building one high-impact system. Choosing well starts with understanding which model fits your situation.
Here is a clear comparison of boutique and enterprise AI consulting across the dimensions that actually affect your results.
The dimensions that matter
- Seniority: Boutiques keep senior practitioners hands-on; enterprises staff large junior teams.
- Speed: Boutiques ship first systems in weeks; enterprise programs ramp over months.
- Cost structure: Boutiques are lean and outcome-oriented; enterprises carry significant overhead.
- Specialization: Boutiques go deep in specific industries; enterprises cover everything broadly.
- Implementation: Boutiques typically build and run; enterprises may stop at strategy or hand off to a separate delivery arm.
- Accountability: With a boutique, the people who scoped it own the outcome.
How to decide
Match the model to the problem. Organization-wide, multi-year transformation with heavy coordination needs scale — favor enterprise. A specific operational problem where you want a working system fast, built by senior people who own the result — favor boutique.
AI Cubed is deliberately a boutique: senior-led, implementation-focused, and specialized in healthcare, real estate, and professional services. If that matches your situation, that focus is a feature, not a limitation.
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