Curated Architecture Stacks
Reference Stacks
6 production-tested Australian enterprise AI architecture stacks. Each combines the right patterns for your industry, regulatory context, and timeline.
APRA-Compliant Banking AI Stack
A complete AI governance and security stack for APRA-regulated financial institutions. Covers model risk management, information security, and operational resilience obligations.
6 patterns in this stack
Architecture Diagram
graph TD
GW[AI Gateway] --> MR[Model Register]
GW --> PID[Prompt Injection Defence]
MR --> AT[Audit Trail]
MR --> AW[Approval Workflow]
AT --> DL[Data Lineage]
AW --> DL
style GW fill:#1a1a2e,stroke:#e08a2a
style MR fill:#1a1a2e,stroke:#6366f1
style AT fill:#1a1a2e,stroke:#3b82f6
style PID fill:#1a1a2e,stroke:#ef4444
style DL fill:#1a1a2e,stroke:#f59e0b
style AW fill:#1a1a2e,stroke:#22c55eRegulatory Frameworks
AU Government AI Governance Stack
Governance-first architecture aligned to the AU Government AI Ethics Principles, Privacy Act, and ISO 42001. Includes ethics review, risk classification, and mandatory human oversight.
6 patterns in this stack
Architecture Diagram
graph TD
RC[Risk Classification] --> ERB[Ethics Review Board]
ERB --> AW[Approval Workflow]
AW --> HAG[Human Approval Gateway]
HAG --> AT[Audit Trail]
AT --> CF[Compliance Framework]
style RC fill:#1a1a2e,stroke:#a855f7
style ERB fill:#1a1a2e,stroke:#6366f1
style AW fill:#1a1a2e,stroke:#22c55e
style HAG fill:#1a1a2e,stroke:#ec4899
style AT fill:#1a1a2e,stroke:#3b82f6
style CF fill:#1a1a2e,stroke:#e08a2aRegulatory Frameworks
Enterprise RAG + Knowledge Platform
A production-grade retrieval-augmented generation platform with evaluation, lineage, knowledge graph, and observability. Eliminates hallucinations with auditable, grounded AI responses.
5 patterns in this stack
Architecture Diagram
graph TD
GW[AI Gateway] --> RAG[Enterprise RAG]
RAG --> EVAL[RAG Evaluation]
RAG --> DL[Data Lineage]
EVAL --> OBS[Observability]
DL --> OBS
style GW fill:#1a1a2e,stroke:#e08a2a
style RAG fill:#1a1a2e,stroke:#10b981
style EVAL fill:#1a1a2e,stroke:#22c55e
style DL fill:#1a1a2e,stroke:#f59e0b
style OBS fill:#1a1a2e,stroke:#4f9cf9Regulatory Frameworks
Production Agentic AI Stack
A battle-tested stack for deploying autonomous AI agents in production. Covers the ReAct loop, tool orchestration, sandboxing, workflow state, and distributed tracing.
6 patterns in this stack
Architecture Diagram
graph TD
GW[AI Gateway] --> REACT[ReAct Agent Loop]
REACT --> TOOLS[Tool Call Orchestration]
TOOLS --> SBX[Agent Sandboxing]
REACT --> WSM[Workflow State Machine]
WSM --> OBS[Observability]
SBX --> OBS
style GW fill:#1a1a2e,stroke:#e08a2a
style REACT fill:#1a1a2e,stroke:#f97316
style TOOLS fill:#1a1a2e,stroke:#6366f1
style SBX fill:#1a1a2e,stroke:#ef4444
style WSM fill:#1a1a2e,stroke:#8b5cf6
style OBS fill:#1a1a2e,stroke:#22c55eRegulatory Frameworks
Healthcare AI Safety Stack
A safety-first AI architecture for clinical and healthcare contexts. Mandatory human oversight, confidence-based routing, and comprehensive audit trails for patient safety compliance.
6 patterns in this stack
Architecture Diagram
graph TD
GW[AI Gateway] --> PID[Prompt Injection Defence]
PID --> HAG[Human Approval Gateway]
HAG --> HEP[Human Escalation]
HAG --> AT[Audit Trail]
AT --> MR[Model Register]
style GW fill:#1a1a2e,stroke:#e08a2a
style PID fill:#1a1a2e,stroke:#ef4444
style HAG fill:#1a1a2e,stroke:#ec4899
style HEP fill:#1a1a2e,stroke:#f59e0b
style AT fill:#1a1a2e,stroke:#3b82f6
style MR fill:#1a1a2e,stroke:#6366f1Regulatory Frameworks
Multi-Agent Enterprise Automation Stack
A production-scale multi-agent orchestration stack with parallel execution, routing, state management, and cost governance. Designed for complex enterprise automation workflows.
6 patterns in this stack
Architecture Diagram
graph TD
RD[Router/Dispatcher] --> MAO[Multi-Agent Orchestration]
MAO --> PL[Plan-and-Execute]
MAO --> WSM[Workflow State Machine]
PL --> OBS[Observability]
WSM --> AT[Audit Trail]
OBS --> AT
style RD fill:#1a1a2e,stroke:#14b8a6
style MAO fill:#1a1a2e,stroke:#8b5cf6
style PL fill:#1a1a2e,stroke:#f97316
style WSM fill:#1a1a2e,stroke:#6366f1
style OBS fill:#1a1a2e,stroke:#22c55e
style AT fill:#1a1a2e,stroke:#3b82f6Regulatory Frameworks