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01 A confidential-AI case

One case. Keep the AI. Keep the secret.

A synthetic firm wants to keep using AI on confidential material without exposing it. Two steps stay encrypted; the AI step runs inside a closed machine. The decision record sits underneath.

Illustrative caseConfidential onboarding file

Synthetic demonstration · no real client PII
Confidential file / illustrative record

One file, five steps.

Two steps stay encrypted, one runs in a closed machine, and the record sits underneath.
SYN-ONB-001Live: TAIA Confidential Ask

Let the AI read, inside a closed machine.

This step is not homomorphic encryption.

Synthetic demonstration · no real client PII. This authored illustration is not a customer case, a measured result or a live decision. Of the products it shows, TAIA Confidential Screening and TAIA Confidential Ask are live; VaultSearch is a research demo.

The limits

What stays hidden, and what does not.

The case shown here uses synthetic data; there is no live customer case. In the encrypted steps, the service computes on the input without decrypting it. In the closed machine, TAIA’s own process reads the question. No outside cryptography review has been made. TAIA is not supervised by FINMA and is not an auditor, a certifier or a regulator. No time, cost or saving figures are published here: none has been measured.

What the case shows

  • Encrypted in the browsercomputed on without decrypting
  • Read in a closed machinelive; AMD SEV, per GKE’s node label
  • The decision recordthe layer underneath

TAIA does not claim

  • FINMA endorsement
  • Homomorphic AI
  • Outside cryptography review
  • Autonomous approval
  • A live customer case

A next step

Which AI use is your firm holding back?

Take one AI use your team has paused because the material is confidential. We can look at which steps could stay encrypted, which would need a closed machine, and what record would sit underneath.

We do not assume that a step can be encrypted, and we do not certify a decision. If the question matters to the people who own the workflow, we can look at one bounded case together.

Discuss one workflow Start on your own: the AI decision check

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A separate path

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TAIA Confidential Screening TAIA Confidential Ask