See exactly how applications come to your data instead of your data going to applications. It's simpler than you think, yet more powerful than traditional cloud.
The Fundamental Difference
Traditional Cloud Model
Sensitive data leaves your organisation for external servers
Every API call is a potential exposure point
You lose control the moment data crosses your boundary
Data in motion means risk in motion
Bubl Cloud's Reverse Data Model
Applications and AI models come to your data
Processing happens where your data already lives
Your information never leaves your controlled environment
Data stays put, capabilities come to you
Data stays put, capabilities come to you. Zero exposure, maximum control.
How It Works: The Three-Step Process
For Organizations & Development Teams
Step 1
Developers Upload Applications
Developers or your IT team upload applications via simple Docker containers to our application store. Any application that can be containerized can be made available - from AI models to business analytics tools.
Step 2
Select Your Applications
You or your users browse and select from the store which applications should run in the Data Vault. One-click deployment makes it as simple as installing an app on your phone.
Step 3
Secure Processing
Your selected applications run directly on your data without it ever leaving your Data Vault. Ensures: adherence to regulations like GDPR, zero data exposure to external systems, complete control over who accesses what information, and clear visibility and control over what happens with your data and where it resides at all times.
For End Users
Step 1
Just Log In
Sign in with your existing credentials — your personal vault is ready instantly. No downloads, no configuration, no IT ticket required.
Step 2
Your Apps, Your Choice
Start using tools your organisation has already set up for you, or browse the store and activate additional apps yourself — all in a single click.
Step 3
Work Freely, Stay Safe
Everything you create, analyse, or share stays exclusively in your vault. Your data is private by design — not just by policy.
The Technical Architecture
Container-Based Deployment
Applications can't interfere with each other or access unauthorized data unless you explicitly grant them access
Instantly upgrade or downgrade resources whenever your needs change
Any containerized application can run: AI, analytics, custom business tools
Seamless application updates without downtime or data exposure
Application Store
Software developers upload containerized applications through our simple release portal
Browse available AI models, analytics tools, and business applications
Enable any application directly in your vault with a single click
Applications stay current with the latest versions automatically
Secure Review Process
All applications uploaded to the store are isolated by default with zero external access. When an application does require access, this is explicitly declared and shown to you as a warning before you enable it — so you always know exactly what you're allowing.
Permission TransparencyDevelopers must explicitly declare what access their application requires and provide clear justification for why each permission is needed
Bubl Security ReviewOur security team conducts thorough reviews of all permission requests before applications are approved for the store
Selective Access GrantingOnly the minimum necessary permissions are granted; unnecessary access requests are denied to maintain security
User VisibilityYou can see exactly what permissions each application has been granted before enabling it in your vault
Zero-Knowledge Security
Even our technical team cannot access your data. The architecture is designed so that only your applications, running with your explicit permissions, can process your information.
At RestQuantum-Safe Encryption: All stored data is encrypted with AES quantum-safe algorithms
In TransitEnd-to-End Encryption: All data movement is protected with no decryption points, not even in our load balancers
NetworkNetwork Isolation: Your vault is completely isolated from other organizations and external networks
AccessGranular Access Controls: Permissions setting for data and every application
Integration with Your Existing Systems
API-First Architecture
Your vault provides secure REST APIs that integrate seamlessly with existing systems while maintaining complete data protection.
Existing applications don't need to be rebuilt to benefit from vault processing. Our architecture supports your current technology investments.
Direct DB accessFile share mountingMessage queuesExternal APIs
Performance and Scaling
Automatic Resource Management
Additional processing power allocated during peak demand
RAM automatically increased for memory-intensive operations
Capacity expanded seamlessly as data volume increases
Traffic distributed across multiple processing nodes
Performance Benefits
No data transfer delays; processing happens instantly where data resides
Parallel processing capabilities without network bottlenecks
Intelligent data caching for faster access to frequently used information
Direct connections eliminate unnecessary network hops and delays
Because processing happens where your data lives, you often get better performance than traditional cloud architectures that require constant data transfers.
Ready to See How It Works?
Technical Demo
Schedule a personalised demonstration where we'll show you exactly how applications deploy and run in your vault environment with your specific use cases.
Proof of Concept
Start with a limited implementation to prove value with your specific data and applications - typically operational within 2 weeks.
Architecture Review
Our solution architects will assess your current environment and design the optimal vault implementation strategy.
Frequently Asked Questions
Most organisations see immediate benefits once applications are deployed in their vault.
Gradual migration is not only possible, it's recommended. Most organisations start with one application and expand over time as they see value and build confidence.
Our distributed architecture provides a 99.99% uptime SLA. If one component fails, processing automatically continues on other resources without interruption.
Secure APIs allow external integration while protecting your data. Only results and specifically authorised information can leave your vault, never raw sensitive data.
Absolutely. Vaults are fully customisable in terms of security policies, resource allocation, integration requirements, and operational procedures.
Implement the Reverse Data Model
Take the next step towards secure, sovereign AI processing. Your data stays protected while your capabilities expand.
