Skip to content
MarketScale
‹ Back to IndustriesArchitecture & Design

From 40 Hours to 40 Seconds? Generative AI in Architecture Will Disrupt How Architects Bill Their Hours.

The advent of AI is revolutionizing industries across the board, and the realm of design, architecture, and engineering is no exception. In the age of AI, the future of these industries may well be marked by major shifts that occur sooner than we might anticipate. How should architects begin to adapt to generative AI in…

This story was produced through MarketScale. See how Architecture & Design teams put it to work with Executive Thought Leadership.

Share

Get featured

Want to get featured in MarketScale Architecture & Design?

Create a free MarketScale workspace and get your company's expertise featured across our Architecture & Design coverage. No credit card, no demo required.

Request an invite

The advent of AI is revolutionizing industries across the board, and the realm of design, architecture, and engineering is no exception. In the age of AI, the future of these industries may well be marked by major shifts that occur sooner than we might anticipate. How should architects begin to adapt to generative AI in architecture?

In the construction industry, architects are using generative AI tools like Stable Diffusion, Midjourney, and DALL-E to create adaptable conceptual images for projects. ALICE Technologies, for example, a construction optioneering platform, is utilizing generative AI for construction scheduling, offering multiple schedule possibilities and “what if” scenarios to optimize time and costs. Another example is the application of AI models like GPT-4 in drafting specifications for construction projects, traditionally a laborious task involving significant man-hours.

Paul Doherty, award-winning architect, internationally renowned smart city expert, and Founder & CEO of the digit group, gives his take on where generative AI in architecture will disrupt traditional work flows and business models in the industry. His first bet? Billable hours.

Paul’s Thoughts

“So here’s the thing. With AI in the world of design, architecture, engineering, there’s going to be some certain tsunami events that are going to come faster rather than later. A lot of that has to do with the use of things like GPT-4 in its creation of tools like specifications that are part of the construction documents process.

We did an experiment of having a professional spec writer do a series of writing that took about 40 hours to create a 100,000 square foot typical suburban office park type of building. We actually put that into GPT-4 after doing a little bit of training. In other words, we put a master format type of framework into it, we wanted it in that type of order.

And instead of 40 hours, they come up with a specification that was quite good in 42 seconds. This is a big deal because billable hours is what the design and construction industries are used to with architects and engineers. They’re going to have to revalue what they do when they start to bill out because it’s no longer billable hours because we’re talking 42 seconds.

How do you bill against that? And as owners and others in the industry realize that it’s no longer about the time but the value of what you’re bringing, that’s going to be a watershed moment.

I would suggest that the architects and engineers, especially in the United States, reassess how they bill out. This is no longer about doing drawings and doing specs with the amount of hours and minutes that you put into it. That goes away with AI. What’s going to happen, in my opinion, is that we should be looking at other industries like the music industry where they take an approach of publishing rights and that’s how they make money. It’s not so much how many downloads people do or if you’re on tour, it’s the publishing rights. Meaning that every time something’s played in the case of design and construction, every time something is accessed for things like design and construction and facility management, that’s I think where the sweet spot is going to be.

With AI, with graphics, what I’m really, really pleased with, with the generative way of how you can start to take things like DALL-E and Midjourney and put prompts in place to get to a four deliverables that you can now start to build upon. Instead of having a million choices, how about the best four? It brings you about 65, 70% there, but that’s a lot better than starting from scratch.”

Article written by Daniel Litwin.

Your experts belong here

Every story in MarketScale Architecture & Design starts with a company putting its architects, designers, and spec writers on the record. Buyers are already reading this topic. The only question is whose experts they find.

Specifiers choose partners whose work they have already seen explained, and your designers can be that explanation.

Get your team featuredSee how it works15 minutes, straight to a calendar.

Follow Architecture & Design Insights

Get new expert content in your inbox.

Architecture & Design: are you visible to AI?

Before they reach out, Architecture & Design buyers ask AI engines which vendors to trust. See how AI describes your company today, and where competitors show up instead.

Free workspace

You just read one Architecture & Design expert. Your company is full of them.

This article was produced through MarketScale. The same platform turns your architects, designers, and spec writers into the articles, video, and social content Architecture & Design buyers are searching for. Create a free workspace and see it with your own people. No credit card, no demo required.

NPS +73 · 1,000+ creators · 38+ countries

What you get, free

Your own MarketScale Studio workspace
One video edit a month, on us
AI writing, editing, and publishing tools
In-platform coaching to learn the system

More Architecture & Design Insights

Orange County retail owners are paying to add housing and keep tenants

Orange County retail owners are paying to add housing and keep tenants

Orange County retail owners are investing in housing to retain tenants. Projects like Burnham-Ward's Campo on 17th and a significant Santa Barbara sale are efforts to integrate mixed-use elements. These strategies involve updating utilities and refining tenant compositions.

  • 01Retail owners in Orange County are adding housing components to retain tenants.
  • 02Burnham-Ward's Campo on 17th project exemplifies mixed-use strategy implementation.
  • 03Refreshing utilities and refining tenant mixes are part of a 2026 retail strategy.

Aug 27, 2026

NAR’s new CRE demand index is steering site selection to smaller metros

NAR’s new CRE demand index is steering site selection to smaller metros

The National Association of Realtors has introduced a new index to rank commercial real estate demand across over 300 metropolitan areas. This index demonstrates a shift in site selection preference towards smaller markets. The trend is influencing decision-making processes in the real estate industry.

  • 01The National Association of Realtors has a new index ranking commercial real estate demand.
  • 02The index covers over 300 metropolitan areas.
  • 03Site selection is increasingly favoring smaller markets.

Aug 27, 2026

Amazon-leased warehouse near Minneapolis sells for $94.8 million, and it changes renewal pricing

Amazon-leased warehouse near Minneapolis sells for $94.8 million, and it changes renewal pricing

An Amazon-leased warehouse near Minneapolis has been sold for $94.8 million, setting a new benchmark for industrial rents and renewal rates. This transaction may influence future facility security specifications and leasing strategies in the area. The sale highlights the growing value of properties leased to major retailers like Amazon.

  • 01The Amazon-leased warehouse near Minneapolis was sold for $94.8 million.
  • 02This sale sets a new benchmark for industrial rents and renewal pricing.
  • 03Amazon's influence increases the value of leased industrial properties.

Aug 26, 2026

Explore More Architecture & Design Insights

Read more expert perspectives from across Architecture & Design.

Browse Architecture & Design Hub

For B2B teams

Your experts could be publishing here

Stories like this one run on content MarketScale captures from real practitioners. See how your team's expertise becomes coverage in Architecture & Design and beyond.

Book a 15-minute demo

Or call us. No forms required. We pick up. 214-945-2512