Metadata-Driven Development Platform for AI at Enterprise Scale

AI-optimized architecture you own. Structure AI output for enterprise consistency with no vendor lock-in. Generate standard code across all languages from proven metadata foundations.

Created by Doug Mealing, who has spent 25 years solving enterprise integration challenges at Fortune 500 companies.

AI-Optimized Enterprise Development

The proven metadata platform that structures AI development for Fortune 500 scale and consistency

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AI Consistency Engine

Prevent the $3M "AI drift" crisis. Structure AI output through metadata to ensure perfect consistency across all services and languages. Never generate 47 different versions of Customer again.

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Enterprise-Scale Architecture

Metadata-driven design enables unlimited horizontal scaling across multiple languages and services. Handle Fortune 500 complexity with governance, compliance, and security built-in from day one.

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Own Your Code

Generate standard Java, TypeScript, Python code you control completely. No vendor lock-in, no proprietary runtimes. Take your architecture anywhere, anytime.

AI-Optimized Generation

20 years of metadata expertise optimized for AI development. Get 10x AI speed with enterprise consistency. Metadata provides perfect context for AI tools.

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Runtime Flexibility

Adapt at business speed without redeployment. Add fields, modify rules, handle new requirements instantly. Change metadata, change everything.

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Proven at Scale

Running in production for 20+ years at pharmaceutical, education, and financial companies. Handle FDA compliance changes, educational content, secure messaging - all metadata-driven.

The AI Consistency Solution

Stop AI from creating integration chaos. Our proven metadata-driven approach structures AI output to generate perfect consistency across your entire technology stack.

While other platforms create vendor lock-in or AI-generated chaos, MetaObjects gives you the structure enterprises need with the code ownership developers demand.

View on GitHub
{
  "object": {
    "name": "Customer",
    "children": [
      {
        "field": {
          "name": "email",
          "type": "string",
          "validation": ["required", "email"],
          "pii": true
        }
      },
      {
        "field": {
          "name": "profile",
          "type": "object",
          "objectRef": "CustomerProfile"
        }
      }
    ]
  }
}

// Automatically generates:
// ✓ Java Backend Services
// ✓ TypeScript React Frontend
// ✓ C# Legacy Integration
// ✓ Python Analytics
// ✓ API Documentation
// ✓ Database Schemas

Key Benefits

Measurable improvements for enterprise development teams

90%
Faster System Changes
Runtime adaptation vs rebuild cycles
10x
Reduced Complexity
Integration complexity reduction
100%
Consistency
Across all languages and services
Custom
Overlays
Metadata customization for unique deployments

Success Stories

Real-world applications of MetaObjects across different industries and use cases

🏢 Enterprise Microservices

Large Financial Institution

Challenge: Maintaining consistency across 50+ microservices with different teams and technologies.

Solution: Single metadata definition generating consistent Java backend services, React TypeScript frontends, and C# legacy integrations.

Result: 90% reduction in integration bugs and 3x faster feature deployment across all services.

🔄 Legacy Modernization

Manufacturing Company

Challenge: Gradual migration from legacy COBOL systems to modern Java Spring Boot architecture.

Solution: MetaObjects metadata layer wrapping legacy systems, enabling incremental modernization without service disruption.

Result: Zero downtime migration over 18 months with perfect data consistency throughout the process.

👥 Multi-Team Development

E-commerce Platform

Challenge: 12 development teams across 4 countries struggling to maintain synchronized data models.

Solution: Centralized metadata definitions with automatic code generation for each team's preferred technology stack.

Result: Eliminated coordination overhead and reduced cross-team integration time from weeks to hours.

⚡ Rapid Prototyping

Healthcare Startup

Challenge: Quickly iterating on data models for regulatory compliance while maintaining system stability.

Solution: Runtime metadata adaptation allowing instant schema changes without redeployment.

Result: 10x faster compliance iteration cycles and successful FDA approval process.

🔗 Enterprise Integration

Global Logistics Company

Challenge: Connecting disparate systems across acquisitions with different data formats and languages.

Solution: MetaObjects as universal integration layer with automatic data transformation and validation.

Result: Unified 15 acquired systems in 6 months with 100% data consistency across the enterprise.

📊 Real-time Analytics

Media Streaming Service

Challenge: Processing billions of events with evolving schemas across Python analytics and Java services.

Solution: Metadata-driven event processing with automatic schema evolution and validation.

Result: Seamless handling of schema changes affecting 100M+ daily active users without service interruption.

Enterprise Solutions

Advanced features and capabilities for large-scale deployments coming in 2026

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Enterprise Edition

Coming 2026

Advanced governance dashboards, compliance reporting, and enterprise-grade security features designed for Fortune 500 deployments.

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Advanced Security

Enterprise SSO integration, role-based access controls, audit logging, and compliance frameworks (SOC2, HIPAA, GDPR).

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Analytics & Monitoring

Real-time metadata usage analytics, performance monitoring, and enterprise reporting for governance and optimization.

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Deployment Automation

Multi-environment deployment pipelines, automated testing frameworks, and enterprise CI/CD integration.

Learn More About Enterprise

Professional Support & Services

Expert guidance and implementation support from metadata architecture experts

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Architecture Consulting

Strategic metadata architecture planning, legacy system assessment, and migration roadmap development from 25+ years of enterprise experience.

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Implementation Support

Development team training, best practices workshops, and hands-on implementation guidance with our NIX United development partners.

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Enterprise Support

Priority support, dedicated office hours, custom generators, and enterprise-specific integrations for mission-critical deployments.

Contact Professional Services

Ready to Get Started?

Join the open source community and see how MetaObjects can streamline your development process

Get Started on GitHub Developer Documentation