Enterprise Deployment

Dev, Staging, and Production — Fully Separated

AI-generated apps follow the same deployment pipeline as developer-built software. Nothing goes live without review, testing, and approval.

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Environment management active
Environment:
Development
Staging
Production
Development
v2.1.3
Editable • No lock
Staging
v2.1.2
Editable • No lock
Production
v2.1.0
Locked • Read-only
Promotion Flow
DevelopmentStagingProduction
Environments • Versions • Promotion
Deployment Pipeline
Promoting...
Developmentv2.1.3
3 changes pending review
Review & Approve
Stagingv2.1.2
Testing with real integrations
Approval Required
Production
v2.1.0
SOC 2 compliant • 99.9% uptime
Isolated
Data
Instant
Rollback
Logged
Every Step
Dev → Staging → Production • Controlled promotion

Three Environments, Full Control

Development

Build and iterate freely. AI generates and modifies apps in an isolated environment where nothing affects production data or users.

Isolated from production data
Rapid iteration with AI
Full debugging tools
No risk to live users

Staging

Test and review before going live. Your team validates AI-generated changes in a production-like environment with real integrations.

Production-like environment
Team review and QA
Integration testing
Approval workflows

Production

Only approved, reviewed changes reach your users. Production runs on governed, SOC 2-compliant infrastructure with full monitoring.

SOC 2 compliant infrastructure
Full audit logging
Role-based access controls
99.9% uptime SLA

How Promotion Works

Every change follows a controlled path from development to production.

1

Build in Dev

AI generates or modifies the app. Every change is logged with full audit trail.

2

Promote to Staging

Push changes to staging for team review. Test with real integrations and data.

3

Review & Approve

Your team inspects code, tests functionality, and approves for production.

4

Deploy to Production

Approved changes go live on SOC 2-compliant infrastructure with monitoring.

Why Environment Separation Matters

Zero Risk to Production

AI experiments and iterations never touch live data or users until explicitly promoted.

Compliance Ready

Environment separation is a core requirement for SOC 2, HIPAA, and most enterprise security frameworks.

Instant Rollback

If anything goes wrong in production, roll back to the previous version instantly.

Data Isolation

Each environment has its own data, configurations, and access controls. No cross-contamination.

Deploy AI-generated apps with confidence.