01
Deployment boundary
Where the system runs, what it connects to, and what remains outside scope.
Security Review
Security review for private AI deployments.
Random Walk prepares engineering evidence for customer review: deployment boundary, access path, artifact movement, evaluation material, and handoff notes.
deployment boundary / access path / artifact movement / evaluation material / handoff notes
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Access path
Operator, admin, service, and support access assumptions for the scoped engagement.
03
Artifact movement
How data packages, models, adapters, logs, outputs, temporary files, and caches move.
04
Evaluation material
Task examples, known-limit notes, review material, and unresolved questions.
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Handoff notes
Operation, rollback, ownership, advisor review where needed, and follow-up assumptions.
Role
Why this page exists
This page explains the engineering evidence Random Walk can prepare for customer-side review.
- Defines review material before deployment
- Separates engineering evidence from final decisions
- Helps customer teams ask concrete questions
- Keeps review expectations scoped
Scope
Review scope
Review starts by defining what system, environment, access path, and material are in scope.
- Deployment environment
- Runtime and dependency assumptions
- Data and model artifact boundary
- Customer-side review owner
Boundary
Deployment boundary evidence
The deployment boundary should show where the system runs and what it touches.
- Runtime location and operating environment
- Connected systems and data paths
- Temporary material that may be created
- Items outside the engagement scope
Access
Access path evidence
Access review needs practical information about who can reach which surface and under what assumptions.
- Operator access
- Admin access
- Service access
- Support or maintenance access
Movement
Artifact movement and retention
Material movement should be written down before customer review and handoff.
- Dataset or retrieval package movement
- Model, adapter, or fused artifact movement
- Logs, prompts, outputs, temporary files, and caches
- Return, deletion, or retention assumptions
Evidence
Evidence pack
The evidence pack keeps the review material close to the deployment work.
- Boundary or architecture brief
- Configuration summary
- Evaluation examples and known-limit notes
- Rollback notes and unresolved questions
Archive
Review material archive
Review material should remain organized enough for customer teams to inspect after delivery.
- Evaluation material grouped by task
- Run notes and delivery decisions
- Exception notes where needed
- Follow-up items kept visible
Decision
Decision boundary
Random Walk prepares engineering evidence. The customer and qualified advisors own final acceptance decisions.
- Engineering evidence prepared by Random Walk
- Customer review remains explicit
- Advisor review where needed
- Follow-up work scoped separately
Boundaries
What this page is not
This page is informational. It does not replace customer security ownership or qualified advisor review.
- Not a security approval statement
- Not legal or regulatory advice
- Not a replacement for customer review
- Not a promise that risk is removed
Boundary check
Prepare review material before deployment.
Private AI deployments are easier to review when boundary, access, movement, evidence, and handoff assumptions are written down.
Bring the deployment boundary, access path, artifact movement, retention assumptions, evaluation material, and review owners.
System signals
- You need engineering evidence for a private AI deployment review.
- Your team or advisors own the final review decision.
- Boundary, access, movement, retention, and handoff need to be explicit.
Boundary limits
- You need a formal security approval from this page.
- You expect Random Walk to replace internal review.
- You want universal security-control claims independent of scope.