01
Boundary brief
Practical scope for allowed handling before implementation.
Privacy Data
Data boundaries before model work.
We define what customer material can be touched, moved, transformed, retained, or excluded before AI implementation begins.
privacy boundary / access assumptions / movement path / retention notes / review responsibility
02
Classification notes
Allowed, restricted, excluded, and ambiguous material.
03
Access assumptions
Customer, Random Walk, operator, and admin access.
04
Movement limits
Permitted paths, working copies, caches, and transformations.
05
Retention notes
Deletion, return, exclusion, and review expectations.
System boundary
materialallowed | restricted | excluded
accesscustomer | project | operator
movementscoped | logged
retentionreturn | delete | exclude
reviewcustomer-owned
Fit
When this service fits
Best before customer material enters adaptation, retrieval, evaluation, or deployment work.
- Customer material may enter AI workflows
- Handling rules need definition
- Sensitive or restricted sources exist
- Engineering support is needed
Classify
Material classification
We separate usable, restricted, excluded, and ambiguous material before technical work begins.
- Allowed source categories
- Restricted source categories
- Excluded source categories
- Review owner for ambiguous material
Access
Access and operator boundaries
Access assumptions are made explicit for customer teams, Random Walk, operators, and admin surfaces.
- Customer access assumptions
- Random Walk access assumptions
- Operator roles and admin surfaces
- Credential handling assumptions
Movement
Movement and processing boundaries
We define how material may be copied, staged, transformed, or used during model work.
- Allowed movement paths
- Scoped project environments
- Temporary working copies and caches
- Training and retrieval handling limits
Retention
Exclusion, retention, and deletion
Retention expectations cover kept-out material, intermediate artifacts, derived files, and return or deletion paths.
- Material kept outside workflows
- Retention period assumptions
- Intermediate artifact expectations
- Deletion or return expectations
Review
Boundary review notes
Review notes document handling assumptions, exceptions, and customer decisions without replacing advisor judgment.
- Boundary checklist before implementation
- Customer review checkpoints
- Exception and exclusion notes
- Advisor decisions recorded separately
Patterns
Use-case boundary patterns
Boundary work is shaped around the intended model workflow, not generic privacy policy.
- Dataset preparation boundary
- Retrieval corpus boundary
- Evaluation set boundary
- Local runtime boundary
Ledger
Deliverables ledger
The output is a practical boundary package for technical scoping and customer-side review.
- Boundary brief
- Source classification notes
- Access and movement assumptions
- Retention and review notes
Boundary check
Decide boundaries before handling material.
Bring source categories, intended model use, access expectations, retention requirements, and advisor review responsibilities.
Share source categories, intended model workflow, access expectations, and review responsibilities.
System signals
- You need boundaries before model work begins.
- Your material needs customer-side review first.
- Engineering choices depend on handling limits.
Boundary limits
- You need legal or compliance advice.
- You expect formal compliance sign-off.
- You want automatic clearance for training data.