The Runtime Layer for AI-generated enterprise applications
Kosmera enforces a unified data and execution model across every AI-generated application-so what you generate is consistent, governed, and ready to run in production from day one. Without a runtime layer, AI-generated applications quickly become fragmented systems-with inconsistent data, hidden logic, and no clear way to operate or evolve them in production.
Built on a Unified Model. Governed by Design.
Consistency ▪ Control ▪ Visibility ▪ Security
From Generated Output to Real Systems
AI can generate applications quickly-but without structure, they become fragile and unmanageable.
Kosmera turns generated output into real systems, with server-side execution, a consistent data model, and a runtime that keeps behavior predictable as applications evolve.
This is the difference between generating outputs and running systems that can be trusted over time.
Generated output
- Fragile and unmanageable without structure
- Hidden logic and fragile glue code
- Inconsistent data across applications
- Behavior drifts as applications evolve
Running on Kosmera
- Server-Side Execution by Default
- Consistent Data Model Across Applications
- No Hidden Automations or Fragile Glue Logic
- Predictable, Scalable System Architecture
Build Fast Without Losing Control
AI accelerates development-but without structure, speed creates long-term risk.
Kosmera allows teams to move fast while maintaining control, by enforcing a consistent data model and a governed runtime across every application.
Speed without structure creates long-term risk-Kosmera ensures that everything built follows the same model, execution rules, and architectural patterns.
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Speed Through Generation
AI accelerates development.
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Control Through the Runtime
Teams move fast while maintaining control through a governed runtime across every application.
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Consistency by Design
Everything built follows the same model, execution rules, and architectural patterns.
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Built to Evolve
Structure removes the long-term risk that speed alone creates.
Core Platform Capabilities
Kosmera is a runtime that enforces how applications are structured and executed-ensuring consistency, control, and long-term maintainability across every app.
Every application built on Kosmera behaves consistently-regardless of how it was created.
Unified Data Model
All applications share the same structured data foundation, eliminating fragmentation across systems
Runtime-Enforced Logic
Business behavior runs inside a governed runtime-not as scattered automations or scripts
Cross-App Query & Search
Data remains accessible and connected across all applications through a unified layer
AI Within Constraints
Applications can be generated quickly while staying within enforced architectural boundaries
Modular & Extensible
Systems evolve without breaking consistency or requiring rewrites
Designed to Fit Your Enterprise Environment
Kosmera integrates seamlessly into existing enterprise systems-so you can adopt it without disrupting identity, security, or data workflows.
AI Built Into the Runtime
Kosmera embeds AI directly into its runtime-so every application operates with structured access to data, context, and execution.
AI works reliably in Kosmera because it operates on a consistent data model and governed runtime-not on fragmented systems and disconnected logic.
One Runtime. Any Deployment Model.
Kosmera gives you full control over how and where your applications run-without changing the underlying system.
Kosmera Cloud
- Fully managed
- Secure and isolated environments
- Continuous updates
Self-hosted
- Runs in your infrastructure
- Same runtime and data model
- No vendor lock-in
Default deployment on Google Cloud Platform (GCP). Self-host options available.
Contact Us
Let’s make AI-generated enterprise software safe to run, scale, and operate.