Some AI workflows should run entirely inside your environment. Enigmata lets you deploy approved open-weight or private models in your VPC, data center, or controlled cloud environment, with Enigmata Policy and audit controls applied from retrieval through response. Because the underlying data is protected with Enigmata Cipher, access can be policy-gated or licensed securely without exposing plaintext. This is built for high-sensitivity work such as M&A, security incidents, executive compensation, source code, clinical records, and other cases that require customer-controlled inference end to end.
Features
Deploy approved open-weight or private models in your VPC, data center, or controlled cloud environment.
Protect source data and derived assets with Enigmata Cipher, with access, reveal, and licensing terms enforced by Enigmata Policy.
Apply the same policy and audit controls from retrieval through response, so private inference is governed like the rest of your Enigmata workflows.
Support deletion and licensing obligations with Enigmata Unlearn and policy evidence when data rights change.
Benefits
Use full-fidelity data in a customer-controlled runtime when the workflow requires it.
Give internal teams, partners, or licensees gated access under policy without exposing plaintext.
Keep a reviewable evidence trail for retrieval, model calls, reveals, policy decisions, and rights changes.
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Prove private inference on a high-sensitivity workflow.
In a 60-day pilot, we deploy the model in your environment, protect the representative corpus with Enigmata Cipher, apply Enigmata Policy and audit controls from retrieval through response, and deliver the evidence package your security and legal teams need to review.