Privacy / concept principles
Collect less. Explain access. Keep control visible.
A production Raison implementation would minimize data, respect source permissions and make retention and deletion behavior explicit.
What it meanscollected data
A pilot starts with a bounded source set and avoids copying unrelated customer information.
Inspect this section↓Quick answerThe essential answer stays immediate; every next section adds inspectable depth.
01Collection
Use only the evidence the decision requires.
A pilot starts with a bounded source set and avoids copying unrelated customer information.
Why it mattersA pilot starts with a bounded source set and avoids copying unrelated customer information.
How to inspect itVerify it together with its definition, source owner and freshness. A label without that context is not decision evidence.
What it does not proveThis item can support or challenge an interpretation. On its own, it does not establish causality or authorize an action.
02Access
Permissions remain visible and reviewable.
Teams should know which system is connected, who can inspect it and why.
Why it mattersTeams should know which system is connected, who can inspect it and why.
How to inspect itVerify it together with its definition, source owner and freshness. A label without that context is not decision evidence.
What it does not proveThis item can support or challenge an interpretation. On its own, it does not establish causality or authorize an action.
03Lifecycle
Define retention before collection.
Deletion, export and audit behavior belong in the implementation agreement—not in fine print after launch.
Why it mattersDeletion, export and audit behavior belong in the implementation agreement—not in fine print after launch.
How to inspect itVerify it together with its definition, source owner and freshness. A label without that context is not decision evidence.
What it does not proveThis item can support or challenge an interpretation. On its own, it does not establish causality or authorize an action.
Lifecycle questionsSources, constraints, roles and review criteria—without marketing shortcuts.
04Data map
Every field needs a purpose, owner and lifecycle.
Before collection, the team records why the field is needed, where it comes from, who can inspect it and when it is removed.
Why it mattersBefore collection, the team records why the field is needed, where it comes from, who can inspect it and when it is removed.
How to inspect itVerify it together with its definition, source owner and freshness. A label without that context is not decision evidence.
What it does not proveThis item can support or challenge an interpretation. On its own, it does not establish causality or authorize an action.
05Pilot boundary
A pilot should not become permission to ingest everything.
Only fields required by the selected decision enter scope; unrelated customer content and credentials remain outside it.
Why it mattersOnly fields required by the selected decision enter scope; unrelated customer content and credentials remain outside it.
How to inspect itVerify it together with its definition, source owner and freshness. A label without that context is not decision evidence.
What it does not proveThis item can support or challenge an interpretation. On its own, it does not establish causality or authorize an action.
Continue the decision journey
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