Architecture Overview · Enterprise AI Delivery

Spec-to-Production Healthcare AI System on Azure

Full production Azure deployment generated entirely by AI from the same spec as the AWS version — 10 Bicep modules, Managed Identity RBAC throughout, zero secrets in code, and 6 operational dashboards.

0 Secrets in CodeAzure OpenAI · BicepZero-Trust Design

Click any component to explore it in the full case study.

Input
Cross-Cloud Product Specification
Same product spec as AWS deployment — architecture decisions, data models, API contracts. Azure IaC generated independently to validate cloud-portability of the specification itself.
AWS → Azure · Same Spec
Azure-Generated Infrastructure Pipeline — 5 phases
Phase 1
VNet + Networking
4 subnets, 6 Private Endpoints, Private DNS Zones, NSG Flow Logs
›
Phase 2
ETL Orchestration
Durable Functions 12-state pipeline + Azure Data Factory flows
›
Phase 3
PHI + Docs
AI Document Intelligence (PDF) + Microsoft Purview + AI Health Insights
›
Phase 4
Graph + Vector
Cosmos DB Gremlin + NoSQL multi-API + Azure AI Search indexing
›
Phase 5
Agent Analysis
Azure OpenAI function-calling agent swarm (5 agents)
🔑
Zero Secrets Architecture
Managed Identity RBAC for all service-to-service auth. No connection strings in code. Private DNS Zones for all Private Endpoints. Application Insights distributed tracing.
7 Managed IdentitiesNo secrets in codePrivate Endpoints (×6)NSG Flow LogsApp Insights tracingAzure Monitor alerts
Output A
Azure Infrastructure — IaC
10 Bicep modules generated from spec. 7 Azure Functions. 2 Container Apps MCP servers. RBAC-only auth. 0 secrets in code, 0 IaC written manually.
10 Bicep modules · 0 secrets
Output B
6 Operational Dashboards
One more dashboard than AWS — Azure adds a Managed Identity visibility panel. Same 5 core dashboards plus Azure-specific infrastructure view.
6 HTML dashboards
10
Bicep modules
5
Azure OpenAI agents
7
Managed Identities
0
Secrets in code
StackAzure BicepAzure Functions Python 3.11Azure OpenAICosmos DB multi-APIDurable FunctionsAzure AI SearchContainer AppsAzure Data FactoryMicrosoft PurviewAI Health Insights