Meta Model

AI-Powered VR Development Automation on AWS

VRAIN is a cloud-native platform that automates the end-to-end VR development lifecycle — reducing production time, cost, and complexity for enterprise teams building immersive experiences.

The Problem

Enterprise VR development today is fragmented.

Storyboarding, asset creation, scripting, and optimization happen across disconnected tools and teams. This results in long production cycles, unpredictable costs, and limited visibility for business stakeholders.

As VR adoption scales across training, simulation, and enterprise applications, these inefficiencies become a major barrier to growth.

SOLUTION (VRAIN)

VRAIN unifies the entire VR development lifecycle into a single AI-powered platform built on AWS.

From natural language input, the platform automatically generates structured storyboards, 3D assets, environments, and deployment-ready outputs — eliminating manual handoffs and reducing integration complexity.

This enables teams to move from concept to production significantly faster, with improved consistency and scalability.

CORE CAPABILITIES

AI-Driven Storyboarding
Convert natural language into structured VR scenes and workflows

Automated Asset Generation
Generate 3D models, environments, and scene components automatically

Workflow Orchestration
End-to-end pipeline from ideation to deployment in one system

Engine Integration
Export directly into Unity and Unreal with preserved structure

Enterprise Governance
Version control, audit logs, and role-based access management

Scalable Cloud Execution
Elastic compute and storage powered by AWS services

DEMO

See VRAIN in Action

Below is a live demonstration of the VRAIN platform showing how VR experiences are generated, managed, and deployed in real time.

AWS ARCHITECTURE

Built on AWS

VRAIN is designed as a cloud-native, scalable platform leveraging AWS managed services:

• Amazon Bedrock – AI model inference and generation
• Amazon S3 – Asset storage and lifecycle management
• Amazon EKS – Container orchestration for scalable workloads
• AWS Lambda – Event-driven workflow automation
• Amazon EventBridge & SQS – Asynchronous processing
• Amazon CloudFront – Global content delivery
• Amazon DynamoDB & Aurora – Metadata and structured data
• Amazon Cognito – Authentication and access control

This architecture ensures high availability, scalability, and cost optimization aligned with AWS best practices.

BUSINESS IMPACT

VRAIN enables enterprise teams to:

• Reduce VR production timelines by up to 40–60%
• Lower development costs by 30–40%
• Minimize integration overhead across tools and teams
• Improve asset reuse and workflow standardization
• Gain visibility across the entire production lifecycle

These improvements directly support faster time-to-market and scalable VR adoption across industries.

CUSTOMER & GTM MOMENTUM

VRAIN is currently engaging with enterprise partners across training, simulation, and immersive experience use cases.

Initial pilot discussions are underway, with a focus on scalable deployment using AWS infrastructure.

The solution is aligned with AWS co-sell motion and is being prepared for AWS Marketplace onboarding to support broader commercialization.

Get Started with VRAIN

Explore how VRAIN can accelerate your VR development initiatives on AWS.

Contact Us

For partnership, pilot programs, or demo requests, please reach out to our team.

info@metamodel.com.au.