Security by architecture

AI can reason about infrastructure without becoming the root account.

Separate reasoning from authority, enforce policy around state changes, broker credentials and retain a control-plane audit trail.

Credential brokering

Credentials remain behind integration boundaries instead of being embedded in prompts or agent memory.

Policy-as-code

OPA-style gates provide deterministic controls independent of model output.

Agent sandboxing

Agents operate through defined tools and adapters instead of unrestricted infrastructure access.

Audit trail

Record decisions, plan versions, approvals and downstream API calls.

Tenant isolation

Tenancy, entity catalog, outbox/CDC, PII and retention are explicit architecture concerns.

Secure SDLC

OWASP Top 10, API, LLM and novel attack-vector reviews with ASVS targets.

Agent reasoning
      ↓
Typed Plan
      ↓
OPA Policy Gate
      ↓
Human Approval
      ↓
Execution Adapter
      ↓
Provider API
      ↓
Verification
      ↓
Reconciliation

{
  "event": "plan.apply.approved",
  "actor": "human",
  "plan": "bp_01J...",
  "policy": "prod-default",
  "engine": "opentofu",
  "provider": "example-cloud"
}