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Data processing

Your data stays in your tenant.

Qualitum runs inside the customer perimeter. No prompt content, no completions, no embeddings, and no telemetry leave your network. A Data Processing Agreement is available under MNDA.

How it works

Processing, by design.

Single-tenant by default. The runtime - orchestration, inference, vector store, retrieval, and audit log - runs inside your VPC on AWS, Azure, or on-prem. Air-gapped deployments are supported.

Zero egress

Nothing leaves

No prompt content, completions, embeddings, or telemetry cross the tenant boundary on any channel.

Customer-managed keys

You hold the keys

Encryption at rest uses keys in your KMS or HSM. We configure the platform to use them; we never hold them.

No training on your data

No pipeline

Model weights are never updated on your content. The training pipeline simply does not exist in your tenant.

Residency options

EU / US / UAE / on-prem

Choose where the deployment lives. Data residency follows your regulatory and contractual needs.

Minimal subprocessors

Short list

A deliberately small set of subprocessors, disclosed in the DPA. No standing access to your tenant.

Break-glass only

Time-bound access

Support access is explicit, time-bound, and customer-approved - logged in the same audit trail as everything else.

Walk through the deployment architecture with an engineer.

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