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The New Frontier: Why Structural Engineers Must Lead the AI Revolution

“May every engineer become more than a professional—may they become a platform.”

We are living through a moment in history that echoes the invention of the personal computer. Just as the microprocessor revolutionised the way we work, create, and connect, artificial intelligence is now reshaping the landscape again—only faster, deeper, and in ways we’ve barely begun to grasp.
If we, as structural engineers, don’t lead this shift, we’ll be led by it. Or worse—bypassed entirely. Structural engineering is not just about crunching numbers or drawing details. It begins with choosing the right structural system that responds to the project’s brief—be it aesthetic, spatial, functional or economic. From concept to as-built, a structure moves through design, analysis, documentation, and verification. Along the way, engineers collaborate, iterate, and coordinate.
There’s always a mix of people: some leading design decisions, others checking code compliance or doing QA, someone translating architectural intent into 3D models, and others generating load paths or load cases. Everyone has a role—whether it’s John the ETABS expert, Priya the Ram Concept whiz, Thomas with the spatial imagination to see junctions before they’re built, or Mohammad who can make Excel and Python do magic. In this traditional model, the team leader acts like a conductor—connecting the dots, ensuring the vision is cohesive, and delivering outcomes to clients with clarity and confidence.
In 2025, artificial intelligence is no longer the stuff of lab papers and Silicon Valley hype. It’s here. It’s accessible. And it's being integrated—quietly but surely—into the daily workflow of engineers, especially those bold enough to use it.
Some use AI to spell-check or search for answers. Some use it to script automation or write code snippets. But at RKALC, we’re taking a bigger leap.
At RKALC, we’ve built a suite of structural engineering tools—FEAKalc, PTKalc, WindKALC, TribKALC, CentresKALC and others—coded from the ground up to be precise, fast, and fully aligned with Australian Standards. But what sets us apart isn’t just the tools—it’s how we’ve embedded conversational AI into the workflow.
machine trying to guess the laws of physics. It’s not here to “decide” your design. It’s not going to hallucinate answers or skip critical checks.
Instead, think of it as a switched-on junior engineer, trained to operate the RKALC programs that you, the engineer, know and trust. It knows what button to press, how to draw a portal frame, how to assign wind loads, how to run combinations, and how to interpret results. As Steve Jobs once said, the computer is “a bicycle for the mind.”



At RKALC, we believe AI is the bicycle for the modern engineer’s mind—allowing you to move faster, further, and with less fatigue, while staying in control of the direction.
While many in the industry are experimenting with general-purpose AI, what we’re doing at RKALC is different. We’re not outsourcing engineering judgement to the cloud. We're not asking ChatGPT to design beams. Instead, we’re embedding AI into the software you already use—so it understands not just engineering principles, but your engineering process.



RKALC’s AI is not some mystical Back in the 1960s, computers were slow, enormous, and fragile. Structural pioneers like Ed Wilson, co-creator of ETABS and SAP2000, recall a time when it took an entire room of hardware to run a single structural analysis—calculations that took days or weeks. But those visionaries pushed on.
Today, we can run those same analyses in seconds. And now, with developments like NVIDIA’s ultra-compact chips—capable of nearly quantum-level processing—we’re entering a phase where computing power is so accessible and so vast that what we do with it matters more than ever. If we don't embrace this power as engineers, others will. AI doesn’t wait. It adapts. It moves into the hands of the public, the architect, the tech start-up. If we hesitate, we risk watching our own profession be redefined without us.
In this new era, the best engineers won’t be the ones who memorise the most clauses in the code. They’ll be the ones who lead teams of AI assistants with clarity, creativity, and confidence.
RKALC isn’t here to take your place. It’s here to amplify your place in the industry. Imagine walking into a new job and having your full AI team with you. No re-training. No onboarding. Just instant productivity—because your RKALC AI assistants know how you think, what you prioritise, and how you design. That’s not science fiction. That’s our product roadmap.



And soon, engineers will be hired not just for their technical skills, but for how well they can harness and lead these AI-enabled workflows. AI isn’t coming—it’s here. The only question is: who will shape it? At RKALC, we believe structural engineers are the ones who should lead this revolution. Not the tech companies. Not the general public. Not the AI itself.
Just as the early computer pioneers redefined science and industry, today’s engineers have a rare chance to redefine our profession—by building the tools, setting the standards, and leading from the front.
It’s our moment. Let’s not miss it.



RKALC Diamond - Q & A

Hi everyone, got an interesting observation on RKALC Diamond, at this link RKALC Diamond
Q
"I had a question in regards to your Bearing Theory for Column Transitions.
In regards to A1 and A2, How do you calculate A2 as AS3600 notes that A1 and A2 should be geometrically similar yet from your analogy it doesnt appear they are?"

A
The A1/A2 analogy originates from ACI . This analogy is essentially used to disperse stress from a smaller area (A1) to a larger area (A2), as the surrounding concrete confines. The stress limit on A1 can be increased by the factor (A2/A1)^0.5, but not beyond a factor of 2, or ultimately the upper bound of factor*fc, as this is the maximum crushing or squashing stress concrete can withstand.
ACI does not specify a depth for the dispersion prism or frustum, except in cases where the underlying area is limited, such as a column near an edge. In such cases, the dispersion depth (or A2) should be limited by, or stops at if you wish, at the discontinuous edge.
Consider an exaggerated case where the drop panel’s depth is as tall as a full storey. In such a scenario, we could imagine a “geometrically similar” area, A2, created by constructing 45-degree lines from the four corners of the columns to the planar limits of the drop panel. This setup could theoretically achieve an enhancement factor of 2 if the drop panel in plan is only about 75 mm larger all around (for a 200x100 blade).
Although we might argue this fits within the code’s lingo for any drop panel depth, it doesn’t align with the first principles or the fundamental intent of this clause—namely, stress dispersion or spread assisted by confinement. Stress dispersion within the drop panel limits can be easily verified using finite element models.
We would like to think of this problem as two columns pushing against the drop panel, shooting beams of light or stress, and these intersect at a new area within the middle depth of the drop panel, making a diamond shape, this make a lot more sense.
On a related note, the AS3600 standard suggests a concession for stepped or sloped surfaces, allowing A2 to be defined as “the area of the base of the largest frustum of a right pyramid or cone.” How should we interpret this? Could this be viewed as removing the requirement for geometric similarity? Interpretation is left to the reader.
More generally, the code itself is nothing but guide, and responsibility of the design lies at the structural engineer’s judgement. In all cases, we clearly mentioned that this tool is a complementary bearing check, and we recognise that this theory may be open to challenge. However, it is not a replacement for the strut-and-tie analogy; both theories, introduced by RKALC, aim to assist the engineering community.
One could adopt an extremely conservative approach by considering the small square area between two columns and applying the stress directly to it. However, this approach would only be practical for very large columns and would effectively eliminate the need for a drop panel altogether, provided the column is confined enough to take the stress concentration. Technically, there is nothing wrong with this approach.



The Tale of Two Building Developers:

Navigating Urban Landscapes Through Architecture and Structural Engineering

This article is inspired by Bill Baker's address to DTU University in 2015. You can watch the address here.

Iris Bay Dubai

The architecture, is the story of space and time, it is about fashion, colors, natural light, and nice views. It is also about a fresh breath of green and positive interfacing with the community, all of which pour in pride of owning an apartment in a landmark building.

On the other hand, structural engineering is the language of architecture; it is the words or vocabulary through which architecture is written. Some of this "vocabulary" is quite eloquent and makes a powerful impact, as seen in the Sydney Opera House here in Sydney, or the Burj Dubai. Others stumble, like those rectangular apartment buildings we see everywhere, the majority of which are designed by nothing but greed. I am not quite sure if there is ever architecture in those other than complying dimensions or sometimes performance solutions. I only see rectangles stacking next to each other, above each other, to form giant rectangles, or sometimes trapezoids when the land has such shape.

Let us face it, there is a huge need to grow, and a great demand by our communities to expand and aspire. At the same time, we live in a world of limited resources and increasing awareness of human's footprint on the environment and nature. That said, can we not agree on common grounds? And when I say "we," I mean us in the built environment, the architects with the developers at their back, and the structural engineers, the deliverers of the whole vision.

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Peter Rice, An Engineer Imagines!

Hey folks,

Although I’ve been in the business of structural engineering for over two decades, and despite being a chartered member of IStructE, a UK accreditation body, I only knew about the Irish Structural Engineer, Peter Rice, a few years ago! I said to myself, alas! What am I doing? This rush in doing work and attempting to be up to speed with industry commitments made me miss great things… This dilemma of balancing between acquiring knowledge while servicing clients and employers keeps coming up along the way, and whenever I meet a great mentor or know about an inventive piece of work.


Euler Load Image 1

I remember experiencing similar feelings early on when I knew about Nervi, Fazlur Rahman Khan, Ove Arup, Frei Otto, and even some of the living superstars like Bill Baker and Robert Sinn, however, Peter Rice struck me the most!

For those who don’t know him, it can be safely said that he was, and still, one of the greatest minds in structural engineering, a true thinker and compassionate human being who invented so many beautiful things that we take for granted.

Peter Rice’s book, An Engineer Imagines, presents so many ideas and memories shaped Peter’s character and inventive thinking. Starting from early years at school, thorough experience in Sydney Opera House, and the projects with Piano and Rogers, not to mention the Fiat experience (yes, the car maker), until the Moon Theater, the same venue he celebrated his daughter’s wedding in.

Great things are in the book, some here:





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To FEA or Not to Be!

It would be good to start these reflections with the following quotes (Wilson, Jan 2002):

[My freshman Physics instructor dogmatically warned the class "do not use an equation you cannot derive". The same instructor once stated that "if a person had five minutes to solve a problem, that their life depended upon, the individual should spend three minutes reading and clearly understanding the problem"..."With respect to modern structural engineering, one can restate these remarks as "do not use a structural analysis program unless you fully understand the theory and approximations used within the program"]

It has been quite a while since starting my career; through which, I have attempted, or more precisely, life has taken me across a number of challenges, in a pursuit for engineering excellence that I hope would be reached one day. One of these dares is trying to track, or maybe confirm, the actual development in structural engineering, in light of the astronomical advancement of #CAD / #FEA and debate of responsibly deploying them. A debate usually witnessed among young and “older” professionals.


Euler Load Image 1
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Reinforced Concrete Columns

Designing columns is possibly the most repetitive task structural engineers undertake in their daily routine. When we have a column subject to combined axial and bending, one might ask the following questions:

  • How slender is this column?
    Slenderness of any column is the single most important parameter we should determine at the beginning of the design task. As a rule of thumb, if the column is braced, then a height to width ratio (or slenderness) under 15 should make an axially loaded column fail at a loading nearing the squash load, i.e., the capacity of the section. Whereas in unbraced floors, the height to width ratio should not be any greater than 10; otherwise, failure will happen quickly on buckling way before the section capacity is suffering.

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    The Strut and Tie Method

    STM is a very efficient and simple way to represent the stress flow within a concrete element or parts of it that are under the D region category, where Bernoulli assumptions are not applicable. Some say that the use of this method goes back to the early 20th century, yes, some 120 years ago when concrete was a new thing, and engineers used to rely on their intuition and expectation of load path.

    STM was given several boosts between the sixties and early eighties when Schlaich et al. published guidance on the theory and given typical examples with load paths. Later, international codes started to implement and “regulate” it if you wish, to keep up with engineers, who always challenge the status quo.

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    Coupled Shear Walls

    First things first, as you read this post, please refer to Coupled Shear Wall calculator available at: See Link

    The issue of coupled shear walls is one of the most debated topics among structural engineers. It's not surprising to see five people with twenty different opinions, each of valid points. Ove #Arup once said on this:

    Euler Load Image 1

    "The more you look, the more you see,
    And that's why experts disagree.
    For some look here, and some look there,
    But no one can look everywhere.
    For if they did, it seems to me
    That they would hardly be experts, you see.
    According to their point of view,
    What they say may well be true,
    But looking from another angle,
    We tend to get into a tangle.
    Which of the views is then correct?
    That is not easy to suspect.”






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    To Double Curvature or Not?

    Clause 10.3.1 of the Australian Standard AS3600-2018 includes a very interesting stipulation on columns in relation to the ratio of M1/M2. This applies to normal columns found throughout the building height, which are typically subject to double curvature behaviors.
    According to the Standard, if the analysis moment is less than the minimum eccentricity moment about the respective direction or 5%DN*, the ratio above should be taken as negative. This means the column should be assumed to be subject to single curvature, making it more conservative due to the high moment magnifier (δb).
    The logic behind this stipulation is that there may be inaccuracies or errors during installation or due to pattern loading. As a result, the column might experience single curvature loading or "snap through to single curvature mode," as stated in AS3600. Therefore, the analysis assuming double curvature moments would be overwritten by the opposite minimum eccentricity moment.

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