Confidential or Sovereign AI Boundary Failure

Trigger: Evidence suggests data, model, key, prompt, output, or workload state crossed a claimed private, local, sovereign, air-gapped, or confidential boundary.

Severity guide: Severity 1 for regulated, national, classified, or high-value customer data; attestation or key-custody failure; or systematic boundary bypass.

First 15 minutes

• Preserve attestation, key, management-plane, network, logging, update, support, and operator evidence.
• Stop the affected data path or workload if continued exposure is likely.
• Identify the exact public or contractual claim at risk.
• Engage architecture, cryptography, legal, privacy, and executive owners.
• Do not destroy volatile enclave, VM, or management-plane evidence through unplanned restart.

First 60 minutes

• Map the complete claim-to-control path, including relying-party verification.
• Identify data and key custody at each transition.
• Review operator, support, logging, backup, update, and recovery paths.
• Test whether the failure is cryptographic, orchestration, identity, policy, or claim-language mismatch.
• Scope affected workloads, tenants, regions, data classes, and time window.
• Preserve customer-facing architecture and assurance materials.

Evidence checklist

• attestation evidence and verification logs
• hardware, firmware, VM, enclave, and workload identities
• key creation, injection, use, rotation, and access
• network and data-flow telemetry
• operator and management-plane activity
• logging, support, backup, update, and recovery paths
• customer claims, contracts, and architecture decisions

Containment options

• stop or reroute affected workloads
• revoke keys and operator access
• disable unverified attestation path
• block external data egress
• isolate management and support channels
• suspend inaccurate assurance claims

Recovery and durable controls

• independent attestation verification
• bound workload identity and key release
• least-privilege management plane
• data-minimized logging and support
• signed update and recovery path
• claim-to-control evidence register
• periodic adversarial validation

Communications

• Legal and executive leadership own claim and customer decisions.
• Technical updates separate cryptographic primitive failure from system-boundary failure.
• Avoid “air-gapped,” “sovereign,” or “confidential” language beyond tested scope.

Closure criteria

• Boundary is restored and independently validated.
• Affected data, keys, and workloads are scoped.
• Customer claims match proven evidence.
• Monitoring and response are tested.
• Residual risk is accepted by accountable leadership.

Required conversion to practice

Before closure, produce:

• one updated attack-path or trajectory diagram
• one root-cause finding
• one production or candidate hunt analytic
• one safe replay or regression test
• one remediation-validation memo
• one owner and residual-risk decision