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Protected analytical workspace for confidential work with AI.

Keep confidential information out of the wrong AI—and keep the work moving.

adapterOS checks whether confidential information may take the requested AI route. When it may not, adapterOS opens the approved sources inside your environment and continues the work to an answer you can inspect, change, rerun, and decide on.

Protected answer · fabricated records

A protected answer surfaces what blocks the decision.

The homepage shows the useful result and representative exact support first. The complete Workspace example owns the full finding detail and deeper review flow.

YouWork requestWhat am I missing before I sign this deal?

Do not sign yet. Resolve two conflicts, confirm one continuing obligation, and obtain the missing exhibit.

Useful answer

Exact support · one visible conflict2 passages
Purchase agreement.pdf · §8.2
Either party may terminate with 30 days’ written notice.
Payment addendum.pdf · §3
The termination notice period is 90 days.
Approved sources
  • Purchase agreement.pdf
  • Disclosure schedule.pdf
  • Payment addendum.pdf
Visible limits
One referenced exhibit is missing from the approved corpus.
Source control and rerun
Change the approved source state and rerun the answer with the delta visible.
Human disposition
Revise, reject, accept, or escalate remains with the authorized reviewer.

Three independent signals

Confidential work is meeting AI through ordinary work—not one isolated failure.

Interaction telemetry, an attack benchmark, and breach-cost research expose different parts of the pressure. None establishes the others.

AI-tool interaction telemetry, adversarial RAG extraction, and breach-cost association are distinct measures. None is a universal incident rate, an adapterOS result, or a savings claim.

Connect the protected path

Bring the confidential work and the approved documents. MLNavigator connects the protected path.

Start with the approved sources, recurring question, current AI entry point, accepted answer, and accountable reviewer. The engagement connects those parts so protected work can continue inside the customer-controlled boundary.

The connection is judged by
  • Time to answer
  • Answer usefulness
  • External-data exposure
  • Workflow cost