Only 27 Percent of the Built Environment is Using AI:

That Gap Won’t Stay Open Much Longer

By SARAH-JANE KAVANAGH

The Number That Should Change How You Think About 2026

A global survey of 1,000 architecture, engineering and construction professionals revealed that only 27 percent are currently using AI in their operations.

Three-quarters of the industry hasn’t moved yet.

Here’s what makes that number interesting rather than alarming. Of the 27 percent who have adopted AI, 94 percent say they will increase their usage this year. The early movers are not slowing down. They are accelerating.

The gap between the firms moving and the firms watching is not closing. It is widening – which means the window to build a genuine competitive advantage through AI is still open. But it is not unlimited.

Where AI is Actually Landing in the Built Environment

The first wave of AI adoption across architecture firms, consultancies and construction businesses is not happening in design creativity. It is happening in the operational layers around it.

Think about where professional time actually goes inside a typical built environment business.

Documentation preparation. Compliance research. Feasibility studies. Proposal writing. Internal knowledge retrieval. Marketing content. Project coordination.

None of those tasks define design quality or technical expertise. But they consume enormous amounts of time. And AI is beginning to compress those workflows significantly, not by replacing professionals but by accelerating the work that surrounds them.

Three Signals Worth Watching

The biggest barrier is not cost. It is clarity.

The survey found that data security concerns and complexity were the top reasons firms were holding back. Underneath both sits a simpler truth: most organizations do not have anyone helping them decide where AI actually belongs in their business. They are waiting for certainty that is not coming. That is a leadership problem, not a technology problem.

Gensler just called 2026 a tipping point.

In its 2026 Design Forecast, one of the world’s largest architecture and design firms framed AI not as an efficiency tool but as a competitive and creative force. Gensler’s message was direct: firms that fail to adapt risk producing services and business models that become interchangeable. When a firm of that size uses the word obsolete, it is worth paying attention.

Australia is moving on AI-assisted planning approvals.

New South Wales has announced plans to use AI to help fast-track building approvals, a process that currently averages more than eight months. This is not a distant pilot program. It is a signal that AI is entering the regulatory infrastructure of the industry itself. The implications for architects, certifiers and developers are significant, and worth watching closely.

What This Means Across the Ecosystem

For studio heads and practice leaders, the firms that benefit most from AI will not necessarily be the ones producing AI-generated buildings. They will be the ones that identify and remove operational friction from their practice. Where does repetitive time go? Which workflows could be assisted? How could proposals, documentation or compliance research move faster?

For manufacturers and suppliers, your clients and specifiers are about to change how they work and what they expect. Getting ahead of that shift is not a technology decision. It is a commercial strategy.

For trade business owners and operators, the barriers are real but solvable. The cost of waiting is not zero.

The Big Idea

AI adoption in the built environment is a leadership question, not a technology question.

Who owns the AI decision in your organization? What problem are you actually solving? What does responsible implementation look like in a sector where professional liability and regulatory compliance are part of daily life?

Those are not questions for your IT team. They are questions for the people running the business.

The organizations that answer them first will not just be more productive. They will be fundamentally harder to compete with.

Where does your business sit right now? Moving, watching, or still figuring it out?

Sarah-Jane Kavanagh is founder of The AI Business Lab, working with built environment leaders, associations and businesses navigating AI as a strategic and governance responsibility.