The MaCAD is a unique online programme training a new generation of architects, engineers and designers ready to develop skills into the latest softwares, computational tools, BIM technologies and AI towards innovation for the Architecture, Engineering and Construction (AEC) industry.
Introduction: More Than a Robot in a Hard Hat The buzz around Artificial Intelligence in the Architecture, Engineering, and Construction (AEC) industry is impossible to ignore. Every conference seems to feature a new tool promising to revolutionize everything from design to demolition. You might be forgiven for picturing an AI as a robot in a … Read more
The Starting Point: AI as a Faster Pencil When I first began this journey on October 9th, I approached AI tools primarily through the lens of efficiency. My initial focus was on faster modeling, optimization, and the ability to test more options in less time. To me, AI was a high-powered calculator—a tool applied after … Read more
In the early stages of learning, artificial intelligence was perceived primarily as a digital aid tools created to improve efficiency, accuracy, and coordination across different stages of a project. AI was largely understood as a decision-support system, particularly valuable during the early design phases, yet always positioned as secondary to human expertise and judgment. However, … Read more
Introduction Floating Grounds proposes a flood-resilient urban model for Jakarta that merges housing, public programs, and a stadium into a single floating system. Instead of resisting water, the project accepts it as a permanent condition and uses it as an organizing element. The work explores how large-scale infrastructure can support community life while addressing land … Read more
Initial Perspective: AI as an Efficiency Tool At the beginning of the course, I viewed AI primarily as a means to enhance productivity. It appeared to be a practical instrument for automating routine tasks, such as refining designs or performing structural calculations. By minimizing errors, reducing time requirements, and lowering costs, AI could expedite project … Read more
What Is the Purpose of AI in the AEC Industry? Artificial intelligence is not only a technology aimed at automating tasks; insights shared during this course demonstrate that AI plays a far broader and more strategic role in the Architecture, Engineering, and Construction (AEC) industry. Through real-world applications and practical case studies, AI emerges as … Read more
Introduction: The Wrong Question We Were Asking For years, the question sounded simple: What is the purpose of AI in AEC? The answers were predictable speed, automation, productivity. Faster drawings. Fewer errors. Leaner workflows. That definition collapsed the moment we confronted Jakarta. Through our studio project Floating Grounds, developed in the flood-prone Penjaringan District, and … Read more
Design via Experimentation with the Black Box When I started my MaCAD program this semester, AI felt like a threat. As an industrial designer, I saw it as this incomprehensible pattern-finding machine that could somehow analyze thousands of products simultaneously, finding relationships I’d spend years trying to notice. The black-box nature terrified me—I couldn’t trace … Read more
This project aims to revive and appreciate the beauty of the historical Bab al-Luq Market and to give it it’s former glory. This project explores the historic Bab al-Luq Market, aiming to celebrate its architectural beauty and restore its presence within the city. The proposal focuses on revealing the original steel structure, reconnecting it to … Read more
The purpose of artificial intelligence in architecture, engineering, and construction (AEC) is not to replace architects or engineers, but to support better decisions in an increasingly complex field. Today, the built environment is shaped by overlapping layers of constraints and ambitions: environmental performance, structural behavior, material systems, costs, timelines, regulations, and social impact. Managing this … Read more
The conversation around Artificial Intelligence in Architecture, Engineering, and Construction (AEC) often begins and ends with the concept of “efficiency”. We discuss doing things faster, reducing man-hours, and automating mundane tasks. But as the industry faces unprecedented challenges, the true purpose of AI is shifting. It is no longer just about speed; it is about … Read more
In AEC, the purpose of AI is not to replace architects or engineers. The purpose is to improve decision-making and coordination, while keeping clear responsibility. In AEC, the purpose of AI is not to replace architects or engineers. The purpose is to improve decision-making and coordination, while keeping clear responsibility.AI can be seen as a … Read more
Middle east, 1067 AC scene 1: Long before the word algorithm existed, a woman draws lines in the send. She is not an architect. The word does not exist yet either. She is simply someone who must decide where people sleep when the river floods. She draws, erases, redraws.She listens to the wind.While She remembers … Read more
In the very first lecture of the theory class, AI was a scary, unpredictable tool for me. However, after deep thinking and various perspectives, it feels more like a “work buddy”. In this blog, I’d like to elaborate more on this shift in idea I had. Nowadays, in nearly every sector, people are scared of … Read more
Over time, and after being asked this question more than once, my answer about the purpose of AI in AEC has evolved. It hasn’t changed drastically, but it definitely became clearer and more grounded. Influence & Purpose What influenced me the most was listening to different speakers, especially the MaCAD alumni. One talk that really … Read more
Introduction — Where My Interest Began My interest in AI and its application in the AEC industry started before this course. During the IAAC GSS, I worked on a study in Bogotá using GIS and image‑recognition tools to map sensory criticality in care-focused urban zones. What surprised me most was how accessible the process was. … Read more
