Data
How it works
AI understands. Policy authorises. Evidence earns trust.
Mantle lets the task proceed while deterministic organisational policy controls data, model access and approvals—and leaves evidence that people can verify.
- 01
Understand the task
Determine the user’s intended outcome and the information genuinely needed to complete it.
- 02
Inspect data and context
Evaluate prompts and documents for relevance, sensitivity and declared restrictions.
- 03
Apply organisational policy
Use deterministic organisation rules as the final authority over data and model access.
- 04
Transform and minimise
Keep, mask, remove or escalate information before it crosses the trusted boundary.
- 05
Show the exact payload
Let the user approve the precise outbound content—not a summary of it.
- 06
Route to an approved model
Send only approved context to a model eligible for the task and classification.
- 07
Restore approved context
Reintroduce approved masked values only where policy and the workflow permit.
- 08
Retain evidence
Record decisions, approvals, routing and permitted actions without keeping raw removed values.
Three governed planes
Control what AI can see, receive and do.
AI
Which intelligence may receive it?
Model eligibility · routing · private or local options · policyAction
What may happen next?
Propose · approve · execute · expire · auditPilot and design partner conversations
Bring one real AI workflow.
Start with one workflow, one team and one real policy boundary. We’ll explore where AI can create useful productivity without sacrificing control.
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