Managed Private AIPublished by Dominus Foundry
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A guide with a visible publisher.

Managed Private AI is published by Dominus Foundry, creators of Sabina. Our commercial interest belongs in the open.

Dominus Foundry and Sabina

This publication helps business owners examine the responsibilities and controls behind a managed AI service. Dominus Foundry also develops Sabina, which we link to as a product next step.

The category guide and the product site serve different purposes. Here, we explain the questions and choices. Sabina’s website holds its current product information and assessment. We do not claim that Dominus Foundry invented managed AI or is its only provider.

Service descriptions vary. Use the definitions in this guide as a working vocabulary, then verify the actual scope with each provider.

How the research is prepared

Research papers are intended to include a clear decision, inspected references, an evidence date, limitations, and a practical aid. Published papers identify actual contributors and reviewers, together with the revision readers are seeing.

Our process distinguishes source-backed facts, vendor statements, illustrative examples, product claims, and recommendations. AI assistance, including Clio’s research and drafting contribution where used, is disclosed for the work it actually performed.

Drafts remain private while they are checked. A published paper links to a matching PDF and records substantive revisions. A change to a paper’s factual basis requires renewed review.

Publication by Dominus Foundry is not independent peer review or an endorsement by any source cited.

Questions, evidence, and corrections

If a statement needs correction, send the page address, the relevant wording, and any supporting evidence to mark@dominusfoundry.com. This is the publisher’s existing contact route.

When a published paper changes materially, its revision history should explain what changed and why. A withdrawal should remain visible rather than quietly removing the history.

View the research collection →