Archisculpt AI: Turning Architectural Drawings into Photorealistic 3D Spaces

Introducing the first AI model for comprehensive floorplan interpretation, designed to help architects, designers and furniture retailers instantly visualize and furnish any space.

Floorplans are everywhere in the built environment, from real estate listings and renovation projects to architectural portfolios and furniture catalogs. Whether digital blueprints, CAD exports or scanned architectural drawings, these 2D documents contain the spatial DNA of how we live, work and interact with our spaces.

Yet for most people, interpreting these technical drawings remains a challenge. Understanding room flow, visualizing furniture placement or imagining how natural light fills a space requires expertise and imagination that most homeowners, renters and even designers struggle to conjure from lines on a page.

Today, we're introducing Archisculpt AI, the first unified AI model that transforms architectural floorplans into photorealistic, interactive 3D environments in under two minutes.

The Challenge of Spatial Understanding

When working with floorplans, designers and homeowners traditionally rely on mental visualization, physical mockups or expensive 3D modeling services to understand how a space will feel and function. They must manually interpret walls, identify door swings, imagine ceiling heights and estimate whether their sofa will fit in the living room.

Archisculpt AI fundamentally changes this paradigm. It doesn't just trace lines, it understands architecture. By reasoning across walls, openings, room types and spatial relationships simultaneously, our model retrieves contextual spatial intelligence in seconds, allowing anyone to visualize, furnish and experience a space before it's built or bought.

Archisculpt's Advanced Capabilities

Named for its ability to sculpt architectural understanding from raw drawings, Archisculpt builds upon years of computer vision and spatial reasoning research. But unlike previous approaches that tackle individual tasks in isolation, detecting walls or segmenting rooms or generating 3D geometry, our AI model synthesizes all these challenges through a unified neural architecture.

Archisculpt's breakthrough capabilities include:

Multi-Modal Architectural Understanding

It interprets floorplans through multiple specialized vision systems working in concert. By analyzing structural elements (walls, doors, windows), semantic spaces (kitchens, bedrooms, bathrooms) and dimensional annotations simultaneously, Archisculpt builds a holistic understanding that mirrors how professional architects read drawings, not as isolated lines, but as interconnected spatial narratives.

Spatial Relationship Reasoning

Archisculpt is the first model to understand not just what architectural elements exist, but how they relate. It maps connectivity between rooms, analyzes circulation flow and validates that generated spaces obey physical and architectural logic.

Professional Format Processing

Archisculpt processes architectural floorplans in standard digital formats, from CAD exports and blueprints to high-resolution scanned drawings. This makes Archisculpt a practical tool for professional workflows where accurate architectural documentation meets urgent visualization needs.

Real-Time Interactive Rendering

Setting a new benchmark beyond static visualization, Archisculpt generates interactive 3D environments that respond instantly to changes. Move furniture, repaint walls or swap decor styles, and see photorealistic updates at 30-60 frames per second, all running in a web browser without server delays or rendering queues.

How Unified AI Architecture Makes This Possible

Traditional computer vision approaches train separate models for separate tasks: one model detects walls, another identifies rooms, a third generates 3D geometry. Each operates in isolation, passing outputs forward like an assembly line. Errors compound, context is lost, and the result lacks coherence.

Archisculpt's unified neural architecture changes this fundamentally. Our AI model processes all tasks simultaneously within a shared learning framework, allowing different objectives to inform and improve each other:

-Wall detection benefits from knowing room boundaries

-Room segmentation improves when aware of door locations

-3D mesh generation respects semantic room types when inferring ceiling heights

-Material assignment adapts based on detected room function (tile in bathrooms, hardwood in living rooms)

This isn't just efficient, it's architecturally intelligent. Just as a trained architect sees relationships, proportions and patterns that others miss, Archisculpt's unified approach develops spatial intuition that single-task models cannot achieve.

The Technical Foundation

At its core, Archisculpt combines three major technical innovations:

1. Hierarchical Scene Graph Construction

Rather than outputting flat lists of detected objects, Archisculpt builds a structured graph representing spatial hierarchy: buildings contain rooms, rooms contain walls, walls contain openings, openings have materials. This proprietary representation enables downstream tasks like furniture placement, lighting simulation and real-time editing to operate on semantically meaningful units rather than raw pixels.

2. Multi-Scale Feature Fusion

Our neural architecture processes floorplans at multiple resolutions simultaneously capturing both fine details and global structure (room layout). Cross-scale attention mechanisms allow the model to reason about how local features relate to overall spatial configuration, critical for generating architecturally coherent 3D spaces.

3. Differentiable Rendering Pipeline

Traditional 3D modeling separates geometry generation from visualization. Archisculpt's rendering engine is fully differentiable, meaning visual quality directly influences how the model learns to generate geometry. This end-to-end approach ensures that output spaces aren't just geometrically valid, they're visually compelling and photorealistic from the start.

Transforming Industries Through Spatial Intelligence

Furniture Retail: Customers can upload apartment floorplans and instantly see sofas, tables and decor arranged in their actual space. Conversion rates increase 40-60% when shoppers can visualize products in context rather than abstract showroom settings.

Real Estate: Agents transform empty listings into virtually staged properties in minutes instead of days. Prospective buyers tour furnished spaces remotely, dramatically reducing time-to-offer for vacant properties.

Interior Design: Professional designers can iterate through dozens of layout variations in a single client meeting, testing furniture arrangements and color schemes in real-time collaboration rather than weeks of back-and-forth revisions.

Architecture & Construction: Contractors share 3D walkthroughs with clients who've never read a blueprint, reducing miscommunication and change orders. Homeowners understand renovation plans before demolition begins.

Performance at Scale

Archisculpt achieves state-of-the-art results across multiple benchmarks:

-90%+ accuracy detecting walls and structural elements

-90%+ accuracy identifying doors and windows with correct orientation

-20+ room types recognized with 94% semantic segmentation accuracy

-Sub-2-minute processing from floorplan upload to interactive 3D environment

-30-60 FPS rendering for real-time furniture arrangement and material changes

These metrics represent not just incremental improvements, but order-of-magnitude leaps over previous approaches that required manual intervention, server-side processing or hours of rendering time.

A New Era of Spatial Computing

Archisculpt represents a fundamental shift in how humans interact with architectural information. For the first time, the barrier between 2D representation and 3D experience dissolves and not through expensive hardware or specialized expertise, but through AI that understands space the way architects do.

Whether you're furnishing your first apartment, designing a renovation or simply curious how your living room would look painted navy blue, Archisculpt makes spatial imagination accessible to everyone.

The built environment shapes how we live. Now, AI helps us shape the built environment.