Beyond
Architecture
Fraktal is a computational research-based multidisciplinary studio.
We engineer responsive ecosystems driven by stochastic resonance and
algorithmic heritage.
Multidisciplinary
Computational
Research
We bridge the gap between physical space and digital intelligence—creating systems that adapt, learn, and evolve.
Fraktal operates as a research laboratory where design challenges are solved through code. We don't just design buildings—we engineer responsive ecosystems that merge parametric architecture with machine learning, real-time visualization, and data-driven decision making.
Our methodology spans Architecture, Artificial Intelligence, Mobile Development, and Technical Education—unified by a commitment to algorithmic precision and computational elegance.
Clean Intelligence.
Every algorithm tells a story. Every line of code shapes space. We synthesize contextual data—wind, sunlight, topology—into forms that are optimized by nature and refined by computation.
We believe in brutalist efficiency—where every element serves a purpose. Our philosophy is rooted in Algorithmic Heritage: leveraging timeless mathematical principles to solve contemporary spatial challenges.
From BIM models to user interfaces, from particle simulations to structural analysis— we approach every challenge with the same rigor: minimize entropy, maximize clarity. This means stripping away the unnecessary, questioning every assumption, and letting data guide our design decisions.
Our workflow integrates environmental simulation, structural optimization, and generative algorithms from day one. The result: buildings that perform better, cost less to operate, and respond intelligently to their context.
Architecture + BIM
Parametric facade systems, environmental performance modeling, structural optimization, and full LOD 500 digital twins for construction-ready documentation.
Software & AI
Custom Python scripting, machine learning pipelines, iOS/mobile development, and generative AI systems for design automation.
Our Modules
Archly.ai
Generative design suite for early-stage massing and feasibility studies. Powered by machine learning algorithms trained on architectural typologies.
SpaceCraft
Satellite-based urban density and vegetation analysis tool. Real-time GIS data integration for city planning and environmental studies.
View Analysis
BMS Dashboard
Real-time building management interfaces for smart campuses. Sensor integration, energy monitoring, and predictive maintenance.
Live DemoDesign emerges
from data.
We leverage advanced computational strategies to minimize entropy and maximize spatial quality.
Architectural Design
Data-driven architectural design from concept to permitting. We specialize in complex geometry, responsive environments, and performance-optimized building envelopes.
Our process integrates environmental simulation at every stage—from initial massing studies through detailed facade engineering.
Our Approach
By simulating environmental factors—wind loads, solar gain, pedestrian flow—we carve forms that are optimized for their specific context. Each design decision is validated through computational analysis before implementation.
Workflow
Site Analysis → Massing Studies → Environmental Simulation → Facade Optimization → Detail Design → BIM Documentation → Fabrication Support
Capabilities
- Parametric facade design & optimization
- Environmental performance analysis (daylight, thermal, wind)
- Complex geometry rationalization for fabrication
- Full BIM documentation (LOD 300-500)
- Generative massing algorithms
Tools: Grasshopper, Rhino, Revit, Ladybug/Honeybee, Kangaroo Physics
3D Modelling & BIM
High-LOD BIM models and parametric 3D assets ready for fabrication, construction documentation, or digital twin integration.
We deliver models at LOD 300-500, ensuring complete data richness for every project phase from design through facilities management.
Deliverables
Our models are compatible with Revit, Archicad, and Navisworks workflows, optimized for construction documentation and clash-free coordination.
LOD Standards
LOD 300 (Design Development) → LOD 350 (Coordination) → LOD 400 (Fabrication) → LOD 500 (As-Built/Digital Twin)
Specializations
- Point cloud to BIM (Scan-to-BIM)
- Parametric family creation
- Multi-discipline clash detection & resolution
- 4D scheduling & 5D cost integration
- Digital twin asset modeling
Tools: Revit, Archicad, Navisworks, Dynamo, Solibri
Renovation & Retrofit
Adaptive reuse strategies empowered by LiDAR scanning, point cloud analysis, and structural optimization algorithms.
We preserve architectural heritage while transforming existing structures into high-performance, modern spaces with minimal waste.
Our Process
We minimize material waste by analyzing existing structures for maximum retention. Every decision is backed by millimeter-accurate point cloud data.
Workflow
Site Survey → LiDAR Scanning → Point Cloud Processing → Structural Analysis → Design Development → Fabrication Coordination
Capabilities
- High-precision LiDAR site documentation
- Structural load & capacity analysis
- Heritage preservation compliance (ICOMOS)
- Energy retrofit optimization (LEED, BREEAM)
- Decay mapping & condition assessment
Tools: RealityCapture, CloudCompare, Karamba3D, FARO Scene
Data Integration
Connecting physical spaces to digital streams through IoT integration, real-time visualization dashboards, and smart building systems.
Transform raw sensor data into actionable insights that enable predictive maintenance and operational optimization.
Smart Building Systems
We create building management systems (BMS) that transform raw sensor data into actionable insights for facility managers and operations teams.
Data Pipeline
Sensor Deployment → Data Collection → Time-Series Storage → Analysis & Alerting → Dashboard Visualization → Predictive Modeling
Integration Points
- IoT sensor networks (temperature, humidity, CO2)
- Real-time occupancy tracking & space analytics
- Energy consumption dashboards & optimization
- Predictive maintenance alerts & scheduling
- Building-AI integration for autonomous control
Tools: Python, Grafana, InfluxDB, MQTT, Node-RED
UI/UX & Digital Design
From mobile applications to game interfaces, we craft pixel-perfect designs that balance aesthetics with usability. Our expertise spans app layout design, web interfaces, and interactive media.