Public abstract only. Technical details are reserved for private review.
Public abstract only. This working paper examines reviewable offline AI operations for air-gapped environments, while technical details remain withheld.
Status: Public abstract only.
Air-gapped AI environments need ways to support later review without depending on live external services. This working paper explores that problem space at a high level, focusing on accountable offline operations and reviewable process design.
Technical formats, internal methods, and performance characterization are being withheld from the public draft while the paper is revised.
We explore controlled local AI, sensitive document workflows, and review support as the research develops. If you want to discuss collaboration or pilots, reach out.
One workflow, your environment, hardware included — roughly 4–8 weeks from kickoff. Local, offline-capable, and priced by scope — not by the token. You leave with a review record you can show security and compliance, whether or not you proceed.