Outcome 01

Clear boundaries

Separate customer systems, control services and model providers in one reference design.

Outcome 02

Predictable handoffs

Make policy execution and vendor routing explicit for design and assurance teams.

Outcome 03

Consistent telemetry

Return structured decision data after each request instead of reconstructing events later.

Outcome 04

Review ready

Support architecture, cyber and operational risk discussions with one shared model.

Enterprise design reviews require more than a feature list.

Teams need to see where controls execute, how exceptions are handled and what evidence is retained.

Ambiguous boundaries

Without a defined control domain, vendor handoff points and responsibilities become unclear.

Fragmented routing

Multiple model endpoints create inconsistent controls and weak exception management.

Weak traceability

Teams struggle to explain how specific decisions were approved, modified or blocked.

One controlled path from enterprise request to approved model response.

Enterprise AI Transaction Path
Institution Domain

Business applications, assistants and workflow services originate requests.

  • Employee copilots
  • Operations tools
  • Developer agents
AIxSafe Control Domain

Requests are classified, evaluated against policy, optionally modified and logged.

  • Inspection engine
  • Policy logic
  • Decision telemetry
Provider Domain

Approved requests are routed to external or internal model services through approved paths.

  • External LLMs
  • Private model gateways
  • Evidence consumers
Lane 01Request intake

Entry path for enterprise systems.

Application call

Workload sends a prompt to the approved ingress.

Identity context

User and service data support downstream policy decisions.

Usage class

Traffic is categorised before vendor routing.

Lane 02Control execution

Inspection and policy enforcement.

Content inspection

Sensitive data and disallowed patterns are detected.

Decision action

Requests are allowed, held, modified or blocked.

Vendor selection

Approved pathways are chosen by workload and policy.

Evidence And Metrics
Policy execution pointControl domain
Vendor handoffPost decision
Exception handlingHold / Redirect / Block
Audit supportDecision logs / Exports

Architecture review outcomes

  • Shows where policy executes before vendor submission.
  • Clarifies system boundaries and routing responsibilities.
  • Supports resilience, evidence and exception management discussions.
  • Provides a clean reference point for design authority review.

Review the architecture with security, platform and risk teams together.

Use one structured deployment model to assess ingress, control execution, routing and evidence return.

Best FitArchitecture, cyber and operational risk workshops

Suitable for enterprise product evaluation and deployment planning.