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AI & Emerging Tech

The Boutique Firm Is Back, and AI Is Why

Leverage used to require headcount. Hunter McMahon on what changed.

For decades, the professional services industry ran on a simple equation: scale wins. The big firm meant deep benches, geographic reach, and the institutional comfort of a brand that nobody questioned. As the old saying goes, nobody ever got fired for buying IBM.

Boutiques existed and many thrived — but they came with trade-offs. Sharper specialization, yes. But often at the cost of speed, redundancy, or the breadth that complex matters demanded.

That trade-off, according to iDS President Hunter McMahon, is dissolving — and faster than most people realize.

In a piece published in Forbes Business Council, McMahon makes the case that AI is doing more than improving efficiency in professional services. It is restructuring the economics of expertise itself — and quietly reopening the door for boutique firms to compete at a level once reserved for large platforms.

The RISE Framework

McMahon doesn’t argue that the shift is automatic. The catch, he writes, is that success requires boutiques to genuinely rethink how work gets done — not bolt AI onto existing processes and call it innovation. To guide that rethinking, he introduces the RISE framework: four ways specialized firms can use AI to get ahead.

Reengineer the cost structure of expertise.

Historically, scale created leverage because volume required people — lots of them. AI-assisted analysis, pattern recognition, and document review are changing that. McMahon describes seeing a five-person boutique handle workloads that once required a team of twenty. The key is using these tools to multiply professional output, not replace human judgment.

Increase innovation velocity.

Large firms are built for risk mitigation — consistent, process-driven, and protective of institutional norms. Boutiques, by contrast, have always had one enduring advantage: agility. With fewer decision layers, a boutique can redesign workflows in weeks rather than quarters and adopt new tools before a larger competitor has finished scheduling the meeting to discuss a pilot.

Specialize with scale-like capability.

One historical limitation of boutiques was breadth. AI is changing that equation because specialization no longer requires isolation. A boutique can now combine deep domain expertise with AI-powered adjacent capabilities — offering clients an A-team experience without the overhead and layers.

Expand entrepreneurial opportunity.

This may be the most meaningful shift of all. Infrastructure that once required significant capital is increasingly accessible. The tooling once exclusive to large firms is becoming available to anyone willing to learn how to use it well. The result is a return of small but formidable teams — elite consultants and advisors competing for sophisticated work as credible primary advisors, not niche alternatives.

What This Means

McMahon is clear that none of this signals the decline of large firms — complex global matters will continue to require institutional scale. But the moat that once protected incumbents is narrowing. Clients are increasingly seeking the most effective provider, not simply the largest.

At iDS, this philosophy is embedded in how we work. Our Investigations, Digital Forensics, eDiscovery & Disclosure, and Structured Data & Analytics practices are built around exactly this model — focused expertise, modern technology, and the agility to deliver outcomes that larger, slower organizations cannot.

To learn more about how iDS delivers boutique expertise at scale, visit idsinc.com.


iDS provides consultative data solutions to corporations and law firms around the world, giving them a decisive advantage – both in and out of the courtroom. iDS’s subject matter experts and data strategists specialize in finding solutions to complex evidence challenges, ensuring data can be leveraged as an asset, not a liability. To learn more, visit idsinc.com.


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