Rethink AEC with AI

AI CAD agent with open-source MCP server integrations

Export AutoCAD designs to JSON format for web integration

AR-powered urban context visualization for architectural design presentation

AI-powered Grasshopper script generation from text and images

AI-powered no-code welding robot programming

AI-powered Life Cycle Assessment automation for building design and construction

Cloud-based engineering calculation and workflow management

Cloud-based generative design platform for space planning

AI-powered photorealistic architectural rendering in seconds

AI-powered architectural documentation automation

Domain-specific AI for code compliance and document intelligence in AEC

Autonomous robotic bricklaying system

Space type + adjacency → minimum STC rating per IBC and OSHA

School type + enrollment + location → cost per SF estimate

Occupant load + occupancy → required fixture count per IBC Table 2902.1

Hospital type + size → cost per SF by department and system

Lot area + FAR + efficiency ratio → net usable floor area

Hotel class + key count → construction cost estimate per key

Calculate the number of bolts required for steel connections using AISC standards

ADU size + jurisdiction → estimated permit fee range

Room volume + surface absorption coefficients → RT60 per Sabine formula

Floor area + occupancy type → occupant load per IBC Table 1004.5

Calculate average daylight factor and daylighting adequacy using simplified BRE method

Calculate Ka, Kp, K0 for retaining walls and underground structures

800+ Dutch apartment IFC models from real housing projects with annotated floor plans (WKT), material data, and spatial graphs.

~16,800 annotated apartment-level floor plans with rich graph annotations covering windows, doors, orientation, and 22 room subtypes.

Benchmark dataset for floor plan generation of building complexes, published at ECCV 2024. Available on Kaggle, GitHub, and arXiv.

71,334 automated architectural plans in DrawScript vector format generated using shape grammar and visual programming. AI training dataset.

Nature Communications framework for automated floor plan generation using hypergraphs. Open-source Python code with graph data structures.

5,000 real-world floor plan images from Finnish real estate with 80+ annotation categories including rooms, doors, windows, walls, and stairs.

15,663 real-world CAD floor plans with fine-grained annotations for 30 object categories (doors, windows, furniture, equipment). ICCV 2021.

Largest annotated floor plan dataset for Document Analysis. Aggregates ROBIN, SESYD, and web sources with bounding boxes and paragraph descriptions.

510 black-and-white architectural floor plans plus 122 scanned documents (ROBIN++) for document analysis and automatic retrieval.

80,788 densely annotated floor plans from real Asian residential buildings with room types, wall distinctions, and door types. Used by HouseGAN.

1,000 synthetic floor plans (16 architectural symbol models). Extended SFPI version: 10,000 images with ~300,000 furniture items.

71,474 panoramas from 1,524 real unfurnished US homes with annotated 2D/3D floor plans from 20 US cities. CVPR 2021.