Performance at Scale

Pushing the boundaries of real-time 3D generation

15sec
Inference Speed

Panorama to explorable 3D world

500MB
Model Size

Distilled neural network

4x
Upscaling

Point density enhancement

6
CAVE Views

Synchronized projection faces

SphereFormer™ Vision Encoder

Native Panoramic Understanding

Our proprietary spherical vision transformer understands panoramic images natively. Unlike traditional architectures that struggle with 360° distortion, SphereFormer™ uses geodesic attention patterns that respect the true geometry of spherical projections. Every pixel is processed with awareness of its position on the viewing sphere.
Technical Details
SphereFormer™ Vision Encoder

Distilled Prior Network (DPN)

Learned World Knowledge

We trained on millions of 3D scenes to create a compressed knowledge base of real-world geometry. The DPN encodes this understanding into a compact latent space, enabling instant generation of plausible 3D structures from limited input. Think of it as architectural intuition—distilled into neural weights.
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Distilled Prior Network (DPN)

NeuroComplete™ Gap Filling

AI-Powered Occlusion Completion

What happens behind the sofa? Our conditional diffusion model hallucinates geometrically and semantically consistent content to fill occluded regions. Cross-view consistency ensures the generated content looks correct from every angle—not just the original viewpoint.
See Examples
NeuroComplete™ Gap Filling

HyperDense™ Upscaling

4x Point Density Enhancement

Transform coarse point clouds into ultra-detailed representations. Our density-aware splitting algorithm intelligently adds Gaussians where detail is needed most—sharp edges, fine textures, and complex geometry—while preserving smooth surfaces.
Compare Quality
HyperDense™ Upscaling

VolumeForge™ Interior Generation

Text-Conditioned 3D World Creation

Given the boundaries of a room, generate everything inside. Our autoregressive triplane generator creates coherent 3D content that seamlessly blends with existing geometry. Perfect for extending captured scenes or creating entirely new environments from text prompts.
Explore
VolumeForge™ Interior Generation

Complete Pipeline

From capture to deployment, everything you need

360° Input

Works with any equirectangular panorama from consumer cameras to professional rigs

Real-Time

Sub-15 second generation on consumer GPUs, sub-3 seconds on H100

Explorable Output

Walk-through ready 3D Gaussian Splats viewable in any modern renderer

AI-Enhanced

Qwen-VL integration for semantic understanding and text-guided generation

Streaming Ready

Adaptive LOD and progressive loading for web and mobile deployment

API Access

REST and Python APIs for integration into existing workflows

The .4DGF Format

Purpose-Built for Volumetric Cinema

A new container format designed for temporal Gaussian sequences. Delta compression achieves 50-100x reduction over naive storage. Adaptive streaming prioritizes what you're looking at. Director metadata guides the experience without constraining it.
Format Specification
The .4DGF Format

Production to Distribution

Complete infrastructure for the next generation of visual storytelling

Capture

From 360° cameras to multi-cam arrays, we support any volumetric capture method

AI Post-Production

NeuroComplete™ fills gaps, extends sets, and adds VFX with text prompts

4D Timeline Editor

Professional editing tools for temporal Gaussian sequences

Multi-Platform

Deploy to VR, desktop, mobile, and traditional cinema

Spatial Audio

Sound sources move with the scene, not fixed to camera position

2D Export

Render director's cut to traditional video for standard distribution

Viewer Experience Modes

Let audiences choose their own level of engagement

Cinematic Mode

Follow the director's carefully crafted camera paths for a traditional viewing experience

Free Exploration

Full control to move anywhere within the scene at any time

Guided Mode

Subtle hints direct attention to important moments without restricting movement

First Person

Lock to a character's perspective for immersive POV storytelling

TriCache™ Tiered Memory

GPU / RAM / Cloud Hierarchy

Three-layer intelligent caching: GPU → RAM → Cloud. The user's immediate surroundings load at full resolution. Nearby areas cache in memory at medium detail. Everything else streams on-demand from cloud storage. Result: infinite worlds in finite memory.
Patent Details
TriCache™ Tiered Memory

HyperBlock™ Incremental Loading

Predictive Spatial Streaming

When you cross into a new zone, we don't reload everything. Our patented 26-neighbor algorithm keeps 66% of loaded content, only fetching what's truly new. Combined with predictive trajectory analysis, content is ready before you arrive.
Technical Paper
HyperBlock™ Incremental Loading

PathPredict™ Motion Analysis

2-Second Lookahead Preloading

Where will you be in 2 seconds? Our Kalman-filter based trajectory prediction knows—with over 80% accuracy. Content preloads along your predicted path, eliminating pop-in and ensuring seamless exploration at walking speed.
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PathPredict™ Motion Analysis

CAVE Configurations

From minimal installations to full immersion

L-Shape (2 Face)

Front + Floor projection for entry-level immersion

3-Face

Front + Left + Right for panoramic experiences

4-Face

Add floor projection for grounded immersion

5-Face

Include ceiling for near-complete enclosure

6-Face Cube

Full surround for ultimate presence

Dome / Sphere

Curved projection with edge blending

Position Tracking

Multiple tracking methods for every installation type

Ceiling LiDAR

Sub-centimeter tracking accuracy across the entire space

Depth Cameras

Intel RealSense / Azure Kinect integration

Pressure Floor

Detect position and detect gait for movement control

Bluetooth Beacons

Low-cost positioning via RSSI triangulation

UWB Tags

Ultra-wideband for precise multi-user tracking

Controller Input

Bluetooth gamepad for navigation and interaction

Natural Interaction

No controllers required—just move, touch, and speak

Wall Touch

Radar-detected touch on projection surfaces

Walk Navigation

Walk in place to move through virtual space

Voice Commands

Navigate and interact with natural language

Hand Tracking

Camera-based gesture recognition

Industry Applications

Transforming how people experience spaces across every sector

Museums & Exhibitions

Transport visitors to historical sites, art galleries, or scientific phenomena

Real Estate

Walk through properties before they're built or from across the world

Theme Parks

Create walk-through attractions without physical sets

Education

Step inside molecules, historical events, or distant planets

Hospitality

Preview destinations, cruise ships, and event venues

Healthcare

Therapy environments, surgical planning, medical training

Patented Performance

Measurable advantages from our intellectual property

66%
Loading Reduction

Via HyperBlock™ incremental update

80%+
Preload Accuracy

PathPredict™ 2s lookahead

100x
Compression Ratio

4DGF temporal delta encoding

3sec
Startup Time

Progressive LOD streaming

Research & Publications

Academic foundations for commercial innovation

CVPR 2027

Pano2GS: Fast Panorama to 3D Gaussian Splatting (Submitted)

SIGGRAPH 2027

Text-Conditioned 3D Scene Generation via Volumetric Diffusion

NeurIPS 2027

Gaussian-GPT: A Foundation Model for 3D Scene Understanding

Patent: CN2026xxx

Adjacent Stereo Fast-Loading Calibration Method for CAVE Rendering

Development Roadmap

From research to industry transformation

Q1 2026

Core pipeline complete: Pano2GS, GapFiller, Upscaler, CubeFill

Q2 2026

VLM integration, 4DGF format spec, Video4DGS

Q3 2026

3B parameter foundation model, physics simulation

Q4 2026

10B unified model, commercial CAVE installations

2027

4DGF streaming platform launch, creator ecosystem

Beyond

AI-generated films, infinite world generation, robotics integration

Frequently Asked Questions

Common questions about our technology

Ready to Transform Your Visual Experiences?

From museum installations to next-generation cinema, we're building the infrastructure for immersive reality.

Get in Touch

Discuss installations, partnerships, or early access to our platform