Synthetic data only
The public lab does not process real invoices, customer records, banking data, credentials or private documents.
What this lab does not prove
Only What It Needs is a transparent experiment—not a certification, encrypted vault or claim of perfect security.
A bounded threat model
The demonstration tests its policy interface and isolation contract. It does not prove the absence of operating-system, browser or supply-chain vulnerabilities.
No model-weight training
The experiment controls runtime context. It does not fine-tune or alter a foundation model's weights.