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The Frankenstein Workflow: The Architecture Industry Is Having the Wrong Argument With Itself

April 13, 2026
in Architecture
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Everybody appears to be asking: What’s AI going to do to us? Or: How ought to I be utilizing AI? Nevertheless, I spent two days on the ATN Summit in London and located myself asking a distinct query: What if AI isn’t really the protagonist of up to date structure’s story? 

For these unfamiliar: Archi-Tech Community is a platform based by Oliver Thomas, former Design Expertise Supervisor at BIG, who has spent 5 years growing new conversations across the intersection of structure and expertise by working programs, podcasts and in-person occasions (they’re held in pubs — maybe it’s unsurprising that they promote out in thirty minutes?). The Summit was his most bold endeavor but: two days, one stage, main practitioners from BIG, Foster + Companions, Zaha Hadid Architects, MVRDV, Herzog & de Meuron, OMA, Hassell, Heatherwick Studio, and a constellation of startups constructing the subsequent era of AEC instruments.

What I got here away with was not a clearer image of what AI can and can’t do for design. Nor was it a hunch for which of those new instruments is popping out on prime. Fairly, it was a rising conviction that the business has been so preoccupied with questions which are inherently technical in nature that we’re largely overlooking the human nature of the adjustments which are really afoot.

How Collaboration is Mediated

Images courtesy of the ATN Summit

Whereas Heatherwick Studio is extensively related to the idea of Humanizing structure, fewer folks might know that the agency doesn’t simply discuss the discuss — its hands-on workshop stays central to their London workplace. That is the methodological spine of their design strategy; a approach of making certain that the dialog between digital design and bodily making. On the ATN Summit, Pablo Zamorano’s presentation framed this dialogue as a elementary architectural worth. On the subject of new expertise, this danger will not be that it replaces architects, he instructed, however that it obviates the human interactions on the coronary heart of the method: arguments over particulars, for instance, or these moments when somebody says that one thing isn’t working, forcing everybody to assume once more.

Structure occurs in dialog. But, in most modern workplaces, human collaboration is more and more mediated by a bevy of exterior forces — by software program licenses, increasing and contracting workforces, and extra. These components are palpable in a studio’s social material: Architects would possibly bounce from laptop to laptop, relying on which one has a distinct software program package deal put in. Or, information could also be siloed, with one workforce specializing in BIM, and one other specializing within the visuals. The listing goes on and on.

Pablo Zamorano of Heatherwick Studio | Images courtesy of the ATN Summit

In the meantime, initiatives routinely span from a number of years to a decade (or, in excessive instances, extra), throughout which period, information continues accumulating, embedded in people and their undocumented selections. This sort of intelligence hardly ever survives the initiatives that produce it, not to mention transfers to the subsequent ones. In these instances, as Amar Hanspal of Motif put it, “When somebody leaves a agency, their judgment walks out the door.”

Harlan Miller of UNStudio described the supply finish of this identical problem. When a design adjustments arms — to a contractor, to a brand new workforce, to a supply architect, and so on. — what will get transmitted mustn’t merely be a set of technical directions. As a substitute, ot ought to embody a set of intentions; a historical past of choices and their causes. Making certain {that a} design’s narrative survives the prolonged timelines and shifting rosters of a serious venture requires one thing that expertise has barely begun to deal with: a approach of embedding architectural intent in order that it persists even when the individuals who made the selections are lengthy gone. A digital message in a bottle, as Miller put it.

What strikes me about these observations is that they describe an issue of communication and continuity somewhat than thought era. The business’s inventive output — the drawings, the renderings, the designs — has arguably by no means been extra spectacular or extra simply produced. What stays a steady problem is the transmission of the pondering behind them: between collaborators and numerous venture levels; between the individuals who conceive a constructing and those that assemble it. And there are actual, materials implications.

Architect 3.0: Unity Over Fragmentation

The Innovation Pub featured high-top bar tables, open dialog with architectural tech manufacturers and a beer faucet within the afternoon | Images courtesy of the ATN Summit

That is, I feel, what Architect 3.0 really means in observe. Oliver Thomas has been utilizing the framework to explain the shift from computer-aided design to AI-assisted design, however what I heard on the ATN Summit instructed one thing extra particular: that the genuinely transformative change isn’t in what any single software can generate, however in how instruments are actually starting to hold information between the individuals who use them.

From workflows to information buildings to institutional reminiscence, fragmentation runs rampant throughout modern studios. The software program legacies of the two.0 period made structure right into a Frankenstein patchwork of specializations and silos. What a brand new era of platforms is starting to supply is one thing practices have all the time struggled to keep up: a approach of holding the pondering behind a venture collectively, throughout groups, levels and handovers — and making it accessible in the meanwhile of choice, somewhat than after the actual fact. And there are main reverberations.

From left: Martha of Foster + Companions; Shajay of Zaha Hadid Architects; Sanne van der Burgh of MVRDV | Images courtesy of the ATN Summit | Images courtesy of the ATN Summit

MVRDV’s Sanne van der Burgh actually introduced this level dwelling. The carbon dialog, she argues, is being had on the mistaken degree — by bringing in sustainability specialists who give attention to transportation of supplies and operational vitality and soil well being. In the meantime, 40 p.c of a typical venture’s embodied carbon sits solely in its basement or carpark and is basically invisible to the usual dialog. To vary that, she has been constructing a brand new software that may centralize embedded carbon calculating, making it available in a single place all through each second of the design course of, permitting for fixed comparability and monitoring. It’s free to all architects. (CarbonSpace is now being utilized by the Council on Tall Buildings and City Habitat (CTBUH) and can really affect constructing coverage.)

None of that is to dismiss AI. The instruments are genuinely exceptional, and a few of the most fascinating work being performed with them — Mollie Claypool’s robotic timber micro-factories at AUAR, Arthur Mamou-Mani’s round fabrication work at Fab.Pub, Xavier De Kestelier’s pro-bono performing arts heart on the earth’s second-largest refugee settlement at Hassell — couldn’t exist with no explicit form of computational intelligence embedded within the design and supply course of. However in each case, the expertise is in service of a set of human selections, human values and human relationships that stay irreducibly previous to it.

Architects Ought to Personal Their Affect

Interplay between architects — human connection between professionals — was on the coronary heart of the ATN Summit, which featured after events each nights. | Images courtesy of the ATN Summit

What the ATN Summit made me really feel, greater than something, is that the business is having the mistaken argument with itself. The query will not be what AI will do to structure (you already know, there’s an issue after we’re framing questions passively…). The query is what architects need structure to be — and whether or not the instruments, the workflows and the institutional buildings that we’re all perpetuating are able to carrying that ambition intact, all the best way from the primary sketch to the completed constructing.

Briefly, the rearrangement occurring in structure isn’t technological, probably not; it’s about how architects perceive and current their worth. Certainly, the truth that ATN launched a 3rd day of talks, this one about “Affect,” speaks volumes. As Allister Lewis put it (in his insightful e-newsletter), “Affect is changing into a brand new layer of observe. Not separate from structure, however embedded inside it.”

Bentley Techniques hosted a devoted exhibition showcasing work and experiments from their Innovation iLab, closing the ATN Summit with beer, pizza and collegial dialog. | Images courtesy of the ATN Summit

Whether or not designers prefer it or not, structure has change into a part of the eye economic system prior to now 15 years. The story of a constructing is now not a byproduct of constructing it — it’s a part of the making itself. Architects who deal with it that approach will form not simply what will get constructed, however what will get valued, funded and constructed subsequent. “Affect is a part of the job,” Sanne van der Burgh mentioned. “Declare it.”

Structure’s most underleveraged useful resource isn’t an rising software program; it’s the brains and voices of the people behind the buildings, and, for the primary time, the situations exist to make use of it at scale. The truth that a worldwide group of architects is more and more clamoring for in-person occasions — from Pecha Kucha on the pub to two-day-long conversations such because the ATN Summit — is a optimistic signal that we’re all transferring in the appropriate course.

The ATN Summit passed off on 18–19 March 2026 at Protein Studios, Shoreditch, London. Additional data is out there at atn-summit.com.

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Architects: Wish to have your venture featured? Showcase your work by importing initiatives to Architizer and join our inspirational newsletters.



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