VibeOS Technologies Research Lab

AI innovation, integration, and security.

We engineer the layer between intelligent models and real technology—providing AI and VR integrations across secure software for your applications and platforms.

Applied AISecure softwareSpatial computingData systems

What we do

Our Services.

We integrate AI into existing systems and build AI and VR enabled products.

Intelligence layer

AI Integration & AI-Native Development

We connect AI models to the applications, data, and workflows your organization already uses, or build new products with AI at their core.

Our orchestration layer translates user requests into application actions, checks model responses, and keeps execution within your system’s permissions and business rules. From assistants to cross-application automation, your software remains in control.

Spatial computing

Generative VR & Spatial Experiences

Custom immersive VR environments, applications, and games — designed, built, and delivered through WebXR.

We develop spatial experiences for training, simulation, exhibitions, and interactive exploration. Generative AI can turn natural-language requests into 3D objects, while application-owned code validates the response and constructs the scene.

How we work.

Six phases, each producing a documented artifact before the next begins.

  1. 01

    Discovery

    System, constraints, and goals.

  2. 02

    Architecture

    Boundaries, models, and controls.

  3. 03

    Implementation

    Construction against the architecture.

  4. 04

    Validation

    Behavior verified against the specification.

  5. 05

    Deployment

    Delivery with agreed operational controls.

  6. 06

    Iteration

    Refinement as usage and models evolve.

Project Lab

Our Projects.

Work spanning desktop intelligence, generative environments, connected data systems, and autonomous finance.

VibeOS logo

AI-native desktop

VibeOS

Desktop Companion

A desktop environment with AI integrated at the operating-system level.

VibeOS provides a windowed workspace with an ambient assistant, code and document tools, and cross-application automation within a single operating environment.

Ambient AI companionIntegrated workspaceCross-application actions
Technical overview
VibeOS desktop with Write, Data, and Code applications open
Project showcase
01 / 06

Our Research

Research & publications.

Papers, technical presentations, and published articles from the lab.

Featured research · 01/13

Article · Substack

Real-Time Generative VR via AI Orchestration Layers

How VibeVR’s Hologram Desk uses AI orchestration to turn voice requests into interactive 3D objects in WebXR, with opportunities for generating objects and environments.

Published October 9, 2026

Read article

Signature capability

AI Orchestration Architecture

Our proprietary architecture sits an orchestration and translation layer between the user interface and two governed endpoints: the AI model and your existing application. Your system remains authoritative—its APIs, data, business logic, and final state stay under your control.

Examine the architecture
AI integration architecture Governed integration

User Interface

Where people and systems express intent

Natural languageEventsUser contextAuthentication

Orchestration & Translation Layer

A governed control plane between interface, model, and application

Reasoning & planningModel routingPolicy & permissionsSchema translationTool selectionDecision traces

AI Model

A governed endpoint for AI reasoning and generation

LLMsSpecialized modelsEmbeddingsValidation

Your Application

Your existing system stays authoritative

APIsDataBusiness logicProduct state
Communication is bidirectional. The orchestration layer translates both ways: model output becomes application-safe actions, and application state informs the next model request.