CODE-COMPANION: A Cross-Platform Computational Framework for Real-Time BIM Compliance Checking and Digital Building Permit Workflows

Building permit approval remains one of the most time-consuming and inconsistent processes in the Architecture, Engineering, and Construction (AEC) industry, requiring designers and municipal reviewers to manually interpret planning regulations and building codes. This paper presents CODE-COMPANION, an AI-assisted computational framework that transforms natural-language regulations into structured, machine-readable rules and evaluates them deterministically within Building Information Modeling (BIM) environments. The framework formalizes selected regulatory requirements as deterministic computable rules and connects these rules to geometric and parametric information derived from the architectural model. The checking workflow was initially prototyped in Rhino 8 SR29 (v8.29.26063.11001) using Grasshopper (build 8.29.26063.11000) and subsequently implemented in Autodesk Revit 2026.4 using Python 3.13.12 and pyRevit 6.1.0 to provide interactive design-time compliance feedback. Validation was conducted using a real-world case study in Kadikoy, Istanbul, where two alternative building designs were assessed under identical parcel-specific regulations. The prototype successfully identified compliance violations, highlighted non-compliant elements within the 3D model, and generated explainable pass/fail results reporting the evaluated rule, measured value, and governing threshold. By providing continuous, real-time regulatory feedback during design, the framework transforms compliance checking from a post-design verification task into a proactive design-support process, enabling architects to resolve issues early, evaluate design alternatives more efficiently, reduce redesign iterations, shorten permitting time, and make more informed decisions. The results demonstrate that a substantial proportion of deterministic permit regulations can be evaluated automatically while discretionary regulations remain under human judgement.

Authors

Institutions

Publication Details

Journal
Buildings
Published
2026-09-21
DOI
https://doi.org/10.3390/buildings16183758
Primary Topic
BIM and Construction Integration
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
article

CODE-COMPANION: A Cross-Platform Computational Framework for Real-Time BIM Compliance Checking and Digital Building Permit Workflows

Sinan Mert Şener, Idil Zeynep Tonguc
Buildings
BIM and Construction Integration
article

CODE-COMPANION: A Cross-Platform Computational Framework for Real-Time BIM Compliance Checking and Digital Building Permit Workflows

Sinan Mert Şener, Idil Zeynep Tonguc
article en

Abstract

Building permit approval remains one of the most time-consuming and inconsistent processes in the Architecture, Engineering, and Construction (AEC) industry, requiring designers and municipal reviewers to manually interpret planning regulations and building codes. This paper presents CODE-COMPANION, an AI-assisted computational framework that transforms natural-language regulations into structured, machine-readable rules and evaluates them deterministically within Building Information Modeling (BIM) environments. The framework formalizes selected regulatory requirements as deterministic computable rules and connects these rules to geometric and parametric information derived from the architectural model. The checking workflow was initially prototyped in Rhino 8 SR29 (v8.29.26063.11001) using Grasshopper (build 8.29.26063.11000) and subsequently implemented in Autodesk Revit 2026.4 using Python 3.13.12 and pyRevit 6.1.0 to provide interactive design-time compliance feedback. Validation was conducted using a real-world case study in Kadikoy, Istanbul, where two alternative building designs were assessed under identical parcel-specific regulations. The prototype successfully identified compliance violations, highlighted non-compliant elements within the 3D model, and generated explainable pass/fail results reporting the evaluated rule, measured value, and governing threshold. By providing continuous, real-time regulatory feedback during design, the framework transforms compliance checking from a post-design verification task into a proactive design-support process, enabling architects to resolve issues early, evaluate design alternatives more efficiently, reduce redesign iterations, shorten permitting time, and make more informed decisions. The results demonstrate that a substantial proportion of deterministic permit regulations can be evaluated automatically while discretionary regulations remain under human judgement.

BuildingsVol. 16(18)
Istanbul Technical University (TR)
Openalex Percentile: Top 15%
BIM and Construction Integration
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

CODE-COMPANION: A Cross-Platform Computational Framework for Real-Time BIM Compliance Checking and Digital Building Permit Workflows — Sinan Mert Şener, Idil Zeynep Tonguc · Buildings (2026) | TGRS Research Map | TGRS