Automated Workflow for KPI Extraction from Versioned Models in Speckle Why KPI Tracking Breaks Down During Iterative Design In the current studio workflow, KPI extraction and performance evaluation depend on repeated manual operations across design iterations. This slows down feedback, introduces version mismatch risks, and disconnects analytical outputs from the model itself. This tool was … Read more
Case study of a 3D printed project Site Organization The site plan was developed to support a continuous and efficient design-to-production workflow, integrating material preparation, digital control, and on-site fabrication into a single coordinated system. The spatial organization follows a clear operational sequence, from raw material handling to final deposition, reducing unnecessary movement, interruptions, and … Read more
Problem Statement & Context Target User Proposed Solution How it works User Workflow Speckle Automation Demo Success criteria Limitations and future scope
Abstract This research investigates how Building Information Modeling (BIM) can be leveraged to generate structured and meaningful architectural environments for architectural visualization, video games, and animated films. It explores workflows between BIM tools and real-time game engines, focusing on the transfer and preservation of spatial logic and metadata. The study aims to demonstrate how BIM-based … Read more
This workshop explored robotic trencadís through a pick and place system. Broken tiles were scanned and organized using a Grasshopper ruleset inspired by traditional weaving logics. Squares with 90 degree corners, straight edges, and alternating colors structured the design. A looping algorithm selected tiles from the dataset and placed them without repetition, allowing the robot … Read more
Introduction – Defining the Volume Problem Statement & Context Target User Proposed Solution An automated pipeline that instantly extracts, organizes, and delivers your 3D model data to your entire team the moment a new design version is published no manual steps, no shared files, no delays. Success Criteria Demo Success Criteria Limitation & Future Scope … Read more
The Problem No single source of truth for KPIs In our studio workflow, KPIs are everywhere and nowhere at the same time. Each team tracks performance in its own way—some in Grasshopper scripts, some in spreadsheets, some buried inside models—and none of these sources fully agree with each other. Because updates are slow and fragile, … Read more
Expert introduction Milos DimčićCEO &founder of Programming Architecture Milos Dimčić, PhD is an architect, computational designer and software developer specializing in the automation of design and construction workflows in the AEC industry. He has PhD in architecture & structural design from the University of Stuttgart and is guest assistant professor at TU Graz Faculty of … Read more
Topic brief In the AEC industry, building analysis workflows often operate in isolated software environments, causing structural data to lose meaning once it leaves its original authoring tool. This study argues that the value of structural analysis depends not only on computational accuracy, but on the ability of its outputs to remain consistent as they … Read more
Solutions for Rapid Data Acquisition in Disaster Scenarios This project explores a robotic perception pipeline designed to support post-disaster assessment and early response scenarios. The core objective is to detect and map cracks in damaged buildings using vision-based data, assisting rescue teams by providing spatial information about potentially unsafe areas. Rather than aiming for full … Read more
Rule-Based BIM Systems for Multi-Storey Residential Blocks in Vietnam Using rule-based BIM master models to automate repetitive social housing design in Vietnam, while addressing real-world challenges of coordination, adoption, and collaboration across large-scale public projects. //CONTEXT Vietnam currently has an ambitious national target to build one million social housing units by 2030. However, progress … Read more
How architectural neuroimmunology is redefining the relationship between design and human health. The AEC industry optimizes for physical efficiency but neglects the neuro-physiological impact of built environments. This research investigates how Generative AI and Game Engine simulations, integrated into BIM workflows, can enable predictive cognitive performance analysis, transitioning the discipline from Building Information Modeling to … Read more
We developed a property-driven bucketing pipeline for BIM models using Speckle Automate that automatically groups building elements by numeric ranges and visualizes them as gradient-colored 3D models on a live website — making performance data accessible without needing to open Speckle. In collaborative design projects, reviewing building performance data is often a bottleneck. Team members … Read more
Abstract In Contemporary Architecture, we are witnessing a shift from standardized building systems towards highly differentiated, data driven and geometrically complex structures. These projects challenge conventional workflows, requiring new methods to manage variation, fabrication logic, and translation of digital models into physical assemblies. Our research investigates how computational design, parametric modelling, and digital fabrication workflows … Read more
Computational Workflows at the Sagrada Família The Sagrada Família in Barcelona is one of the most complex and long-running architectural projects in the world. Begun in 1882 and still under construction today, the basilica sits at the intersection of historical heritage, evolving design intent, and contemporary digital technology. To understand how digital tools support such … Read more
“Technology is the answer, but what was the question?” Cedric Price, 1966 Data Becoming ART! This research investigates whether AI and BIM enhance architectural creativity or contribute to the standardization of design. It examines whether computational workflows expand the boundaries of architectural expression or gradually replace human intuition with optimized uniformity. The study further explores … Read more
