Architecture patterns
Explore starting patterns for AI, identity, integration, data, cloud and platforms. These sketches frame design choices; they are not production-tested systems or fixed prescriptions.
12
Illustrative patterns
Varies
Named dimensions
Contextual
Technology stack
Illustrative
Evidence status
Architecture Library
Each card is an illustrative component sketch. Validate data flows, security boundaries, resilience, technology choices and trade-offs against the actual system.
Illustrative design pattern with an API gateway, service discovery, messaging and observability boundaries. Select components against actual workload and operations requirements.
Components
Illustrative reference only. Adapt the components and controls to the workload, threat model, operating team and acceptance requirements.
Illustrative design pattern for model evaluation, serving, monitoring and governance. It does not describe an APPNEURAL production deployment.
Components
Illustrative reference only. Adapt the components and controls to the workload, threat model, operating team and acceptance requirements.
Illustrative identity pattern for authentication, policy decisions and auditable access boundaries.
Components
Illustrative reference only. Adapt the components and controls to the workload, threat model, operating team and acceptance requirements.
Illustrative pattern for content ingestion, access-aware retrieval, grounded responses and evaluation.
Components
Illustrative reference only. Adapt the components and controls to the workload, threat model, operating team and acceptance requirements.
Illustrative pattern for bounded tools, explicit permissions, human review, failure handling and execution records.
Components
Illustrative reference only. Adapt the components and controls to the workload, threat model, operating team and acceptance requirements.
Illustrative pattern for approved content, ownership, retrieval and reviewable knowledge access.
Components
Illustrative reference only. Adapt the components and controls to the workload, threat model, operating team and acceptance requirements.
Illustrative event-driven workflow with explicit state, exception handling, approvals and operational ownership.
Components
Illustrative reference only. Adapt the components and controls to the workload, threat model, operating team and acceptance requirements.
Illustrative pattern for delivery adapters, queued work, preferences and observable delivery outcomes.
Components
Illustrative reference only. Adapt the components and controls to the workload, threat model, operating team and acceptance requirements.
Illustrative pattern for deployment automation, application runtime, observability and recovery planning.
Components
Illustrative reference only. Adapt the components and controls to the workload, threat model, operating team and acceptance requirements.
Illustrative pattern for distributed execution, synchronization and central coordination; latency and consistency depend on the workload.
Components
Illustrative reference only. Adapt the components and controls to the workload, threat model, operating team and acceptance requirements.
Illustrative pattern for tenant context, data isolation, shared services and usage boundaries.
Components
Illustrative reference only. Adapt the components and controls to the workload, threat model, operating team and acceptance requirements.
Illustrative pattern for metrics, logs, traces, service objectives and operator response.
Components
Illustrative reference only. Adapt the components and controls to the workload, threat model, operating team and acceptance requirements.
Enterprise Intelligence
Start with the workload, system constraints, security boundary and team that will operate it.
Scope and availability confirmed individually · Written terms define the engagement
