Private inference boundaries
Name the owner of every inference dependency
The model endpoint is only one service in the request path. Assign responsibility for retrieval, identities, diagnostics and fallback routes before the implementation team moves on.
In this article
Hand over the deployed inventory
Provide the component list with payload scope, endpoint, identity, location settings and retention rules. Link each entry to its deployed configuration and responsible team.
Include ingestion, embedding, evaluation and support systems. These dependencies can receive sensitive material without appearing in the user-facing request. A model-only inventory leaves important operational work unowned.
Record known limitations and unresolved requirements clearly. Do not let an assumption become an inherited guarantee simply because it appears in a handover document.
Transfer the evidence for the boundary
Keep a controlled request trace and the results of error-path tests. Show where synthetic markers appeared and which access checks were verified. This gives the receiving team a baseline they can repeat after changes.
Explain how to inspect the path without exposing real customer payloads unnecessarily. Provide diagnostic access appropriate to each role and a separate process for restricted content review.
Document who can enable full-payload logging, add a fallback endpoint or change retention. These settings can materially alter the data boundary and should not be treated as routine cosmetic configuration.
Rehearse a dependency failure
Have the receiving team handle an unavailable model endpoint and verify the intended fallback or unavailable state. Then ask them to investigate a synthetic payload in a diagnostic store.
The exercise should establish who owns routing, who owns the log destination and who coordinates the incident. If every team can explain its own component but nobody owns the full request, add that coordinating responsibility.
Include credential rotation and endpoint changes in the runbook. The service can fail or route differently after those operations even when application code is unchanged.
Keep the inventory alive
Require new dependencies and significant configuration changes to update the record. Review obsolete stores, credentials and fallbacks periodically rather than retaining them indefinitely for convenience.
Assign ownership of provider-documentation and agreement reviews to the appropriate people, with engineering responsible for verifying the configured controls. A complete handover leaves a clear answer to who maintains each part of the boundary and who checks that the combined system still matches its intended data handling.
Primary sources
AWS: Bedrock data protectionOWASP: logging guidanceReferences checked 11 September 2026.