The Vertical Machine Studio, a living laboratory where data architecture becomes as fundamental as physical architecture.


Syllabus

The Vertical Machine: Data BEYOND ARCHITECTURE

MaCAD Building information Modeling & Smart Construction Studio

The Vertical Machine Studio takes the challenge of reimagining the future of urban architecture through an innovative exploration of hyper-buildings – vertical cities that transcend traditional architectural boundaries. This experimental studio leverages cutting-edge BIM technologies and collaborative workflows to design two interconnected mega-structures that respond to the urban challenges of, hopefully, the next centuries.

Students will work in dynamic teams, each responsible for crucial components of these ambitious structures. The studio’s unique methodology combines real-time collaboration through Speckle, advanced parametric design, and professional BIM workflows. This integration creates a living laboratory where data architecture becomes as fundamental as physical architecture.

What this studio is set to achieve is a dual approach to design coherence: while teams work within a unified framework, they’re expected to develop distinct architectural expressions. This tension between compatibility and creativity drives innovation, pushing students to discover new ways of handling complex data flows and architectural relationships.

The hyper-buildings serve as more than just design exercises; they’re platforms for exploring crucial questions about future cities: How can we create self-sufficient vertical communities? How do we balance standardization with architectural innovation? How can smart construction methods transform our approach to large-scale projects?

Through hands-on experimentation with cloud-based tools, real-time collaboration platforms, and advanced modeling techniques, students will develop professional skills that bridge the gap between computational design and practical implementation. The studio culminates in a comprehensive project that demonstrates not just architectural vision, but mastery of next-generation digital workflows.

This studio focuses not on the tools themselves, but on the processes required to make them effective and valuable for designers within an integrated environment.

Learning Objectives 

Upon completion of this studio, students will be able to:

  • Develop a Computational Pipeline
      1. Implement advanced BIM workflows across multiple platforms
      2. Develop and manage complex data structures using Speckle
      3. Create robust parametric systems that can adapt to changing requirements
      4. Master real-time collaboration tools and cloud-based workflows
  • Engineer an Iterative Design process
      1. Apply systematic approaches to design evolution and refinement
      2. Evaluate and optimize solutions through multiple design iterations
      3. Develop feedback loops between different design components
      4. Create scalable and adaptable architectural systems
  • Data Architecture and Structural Thinking
      1. Design coherent data hierarchies for complex architectural projects
      2. Establish clear relationships between different building components
      3. Implement effective naming conventions and parameter structures
      4. Create flexible yet robust data frameworks that support design evolution
  • Collaborative Technical Communication
      1. Articulate technical concepts clearly to team members
      2. Document complex workflows for team implementation
      3. Manage version control and design changes effectively
      4. Coordinate multiple teams working on interconnected components
  • Process Decomposition and Integration
    1. Break down complex architectural challenges into manageable components
    2. Develop systematic approaches to problem-solving
    3. Create clear interfaces between different system components
    4. Integrate multiple subsystems into coherent architectural solutions

Faculty


Faculty Assistants


Projects from this course

HYPER A | STRUCTURE

In the ever-evolving world of architecture, Hyper A is an exploration into the limits—and freedoms—of structural design. We, the Structure Team, consisting of Joaquin Broquedis and myself, Marco Durand, are excited to present the structural concept that supports not just a building, but a multi-neighborhood urban vision. This blog offers a deeper look into our … Read more

Hyper-Building B: Services Team

Introduction In an era of rapid urbanization, the Hyper-Building concept emerges as a response to the complexities of modern city life. Rather than viewing it as a single architectural entity, we approached it as an interconnected urban system—a city within a city. Like any urban environment, it must address challenges related to accessibility, functionality, and … Read more

Hyper B – Residential Team

Hyper B Residential

A Balance of living in a Hyper scale Concept Hyper-Buildings Have become a symbol of Dark and Dystopian living, where residences are in low living standards & disconnected from the world. Residential living in a hyper-building must balance high-density living with comfort, health, and amenities that can support and sustain inhabitants. The Residential Team aims … Read more

Hyperbuilding B – Industrial Layering

Core Concept and Architectural Language The subject of this computational design studio project is hyperbuildings on 1 million SQM GFA each in the heart of Tokyo. The brief called for focus on data driven design, with emphasis on the positive impact of each hyperbuilding on the adjacent urban realm, and this time financial drivers were … Read more

The Vertical Machine: Reimagining Industrial Architecture for a Regenerative Urban Future

Node Level AI generation

_Architecture Inspired by Ensō: Unity Through Cycles At the heart of The Vertical Machine lies a philosophical foundation. Borrowing from the Zen concept of ensō, the circle that symbolizes the beauty of incompleteness and the continuity of cycles, the project embraces imperfection and transformation. Just as an ensō is drawn in a single fluid stroke, … Read more

Hyperbuilding A – Data Team

Introduction As the Data Team, we didn’t produce any geometry. Instead, we focused on creating a data infrastructure that enhances collaboration between all design teams. Our primary goal was to streamline information flow, validate data integrity, and provide meaningful metrics that inform the design process. The Birth of our Holistic Approach One of the tacit … Read more

BIMSC Studio: Hyperbuilding-B Data Team

A Brief Introduction The site for Hyperbuilding-B is immediately adjacent to that of Hyperbuilding-A, which is nestled in the Minato Ward of the Tokyo Metropolitan Area. Minato is one of Tokyo’s 23 special wards and is known for being a major business, diplomatic and residential hub. It is heavily urbanised, with approximately 14,000 people per … Read more

Hyper A – Facade Team

THE ESSENCE OF ENSO Ensō, the Zen circle, represents one of the most fundamental principles in Japanese aesthetics and philosophy. Traditionally drawn in a single, fluid brush stroke, it symbolizes: Complete Circle of Life)Main Unifying Theme: Like the Zen concept of ensō (the circle), the building embodies completeness through continuous cycles and perfect imperfection. Team … Read more

Ensō Hyperbuilding | Services

Data Our goal was to create a city within a city, an organism that operates 24/7, where functions overlap and change throughout the day based on residents’ needs. Each of the eight specific neighborhoods has spaces dedicated to changing functions. A key performance indicator (KPI) we used is the occupancy efficiency formula, measuring how effectively spaces are utilized over 24 … Read more

Hyperbuilding B: A Structural Evolution

Introduction Welcome to an exploration of Hyperbuilding B’s structural innovations, brought to life by our dedicated structural team—Erva, Renuka, and Ernesto. Our journey was guided by Japanese design philosophies, advanced structural strategies, and meticulous collaboration with the design teams. This blog delves into our approach, workflow, and key performance metrics that shaped the Hyperbuilding B’s … Read more

Enso Hyperbuilding – Residential

Algorithm Aided Design Design Concept Urban density Over the centuries, Tokyo has evolved into a sprawling megacity, blending its historical roots with modern advancements to address the challenges of space and density. Clusterization The 15-minute city is an urban planning concept that aims to create neighborhoods where most daily needs are within a 15-minute walk … Read more