The firms you hire to design and manage your projects are at a fork in the road. The choice they make will determine what kind of partner they can be to you, and whether they’ll even exist in five years in recognizable form.

Understanding what’s happening on their side of the table makes you a smarter buyer.

Two very different firms, same letterhead

On paper, two architecture or engineering firms can look identical. Similar size, similar project types, similar fee structures. But underneath, they’re making fundamentally different bets about their future.

The first firm is in harvest mode. Good principals, strong reputation, comfortable margins. They’re optimizing what they have. Managing the practice. They’ll do good work for you, but they’re not building new capabilities. Their process ten years from now will look a lot like their process today, which means their cost structure, their speed, and their ability to leverage data on your project will also look a lot like today.

The second firm is in transformation mode. They’re investing in AI, rebuilding how projects get staffed, rethinking their pricing model. It’s disruptive internally and they’re burning some margin now to build something different. In five years, they’ll either be dramatically better at serving you (faster delivery, better coordination, real-time project visibility) or they’ll have failed at the transition.

Neither is wrong, exactly. But they’re different bets, and you should know which one you’re making when you sign a contract.

What AI is actually doing to the economics

The clean version of what AI does to a professional services firm: it breaks the linear relationship between hours and output.

Traditional model: you need twice the work done, you need twice the people. AI-augmented model: the same person can carry more projects, move faster, and catch more problems earlier. Revenue per employee goes up. The firm’s capacity increases without proportional headcount growth.

That’s good for you if your firm is actually using AI to serve your project: catching coordination issues earlier, processing RFIs faster, monitoring submittals in real time. It’s neutral to you if they’re using it to cut their overhead while billing you the same rates.

The question to ask: where does the efficiency show up for you? Not “do you use AI”, any firm will say yes. But: how does your AI investment change what I pay or what I get?

The strategic fork and what it means for your project

A firm choosing organic transformation, staying independent while systematically restructuring around AI, is making a long-term bet on building proprietary capability. The firms doing this successfully are moving from pure hourly billing to fixed-fee, outcome-tied models. They’re hiring differently, staffing projects differently, and measuring success differently.

A firm in harvest mode (good at what they do, not reinvesting in new capability) will deliver consistent, predictable work with experienced people who know the traditional delivery model well. No surprises. No transformation. Exactly what it says on the tin.

The danger is the firm claiming transformation while executing harvest. They bought the AI tools. They put “AI-powered” in their proposals. But the actual project delivery (how coordination happens, how information flows to you, how problems surface) looks identical to five years ago.

The talent signal

One of the most reliable indicators of a firm in genuine transformation: they’re hiring differently.

Firms rebuilding around AI need people who can work with AI natively, professionals who can operate at the intersection of technical judgment and technology, who build their own tools when the off-the-shelf options don’t fit. If a firm’s recent hires look exactly like their hires from a decade ago, they’re not transforming. They’re claiming to.

Ask specifically: who on the team working my project is using AI in their daily workflow, not as a supplementary tool but as a core part of how they do the work? What did they build or configure themselves?

What to look for as an owner

You don’t need to audit your design firm’s balance sheet or technology stack. A few questions cut through quickly.

What percentage of their recent work is priced on fixed fees versus hourly? How do they define project success beyond budget and schedule, specifically, what happens operationally for the owner after handover? Can they show you real-time project data or only assembled reports?

The answers reveal whether they’re building toward the future or managing the present. Both have their place. Just make sure you know which one you’re buying before the contract is signed.