CxO Briefing: Government, Software Engineering & System Design
95% Automated Compliance Check via AI-UML Component Modeling
AI Software Architecture for Permit Approval
How to design the component architecture for automated compliance check
The Dragon1 AI UML Software Architect Tool modeled the complex software architecture, generating the Component Diagram that defines the AI agents, BIM data ingestion services, and core compliance engine.
1. Current State (As-Is) - Monolithic Design
High Maintenance Costs | Slow Feature Deployment
2. Target State (To-Be) - Decoupled Architecture
High Scalability | Near-Instant Component Vetting
Immediate Payback Justification
85% Modeling Efficiency: The Cost of Doing Nothing
85%
Reduction in time to create and document complex UML Component models.
€10K
Average cost saved per project phase by ensuring architectural compliance upfront.
99%
Accuracy in defining interface contracts and dependencies between components.
The Enterprise Result: Transformation Metrics
95%
Decoupled Architecture Rate.
Components are clearly separated by interfaces, ensuring high system resilience and maintainability.
75%
Reduction in Integration Testing Time.
Clear UML models and defined interfaces dramatically accelerate system assembly and testing.
Fairness
Standardized and Equitable Code Enforcement.
AI applies building codes consistently across all submissions, reducing subjective interpretation.
Detailed Architecture Comparison: Before and After AI UML
1. Current State (As-Is): Tight Coupling and Technical Debt
The existing software architecture is monolithic, where components share direct dependencies, making maintenance and updates extremely difficult and risky.
| Tight Coupling / Hidden Dependencies | A change in one module breaks functionality in unrelated modules, leading to long bug cycles. | Time to market increases by 50% |
2. Future State (To-Be): AI-Generated Component Blueprint
The AI UML Software Architect tool generates a component model defining clear interfaces and services (lollipop and socket notation), ensuring high cohesion and low coupling for easy scalability.
| UML Component Diagram Generation | AI automatically maps business functions (from BPMN) to technical software components, defining provided and required interfaces. | System resilience and scalability achieved by decoupling core services (AI, Data, Review). |