Umbravi specializes in shadow AI discovery and regulatory exposure assessment. We surface the AI tools operating inside an organization, sanctioned and unsanctioned, and assess each against the obligations most likely to govern them.
Our practice is narrow by design. No agents, no installed software, no ongoing access to client systems.
Our discovery and assessment work draws on peer-reviewed risk taxonomies, federal AI frameworks, vendor sub-processor data, and active monitoring of legislative and rulemaking activity in the jurisdictions we cover.
Our reference layer is updated on a fixed cadence and again whenever a covered regulation changes. This includes effective dates, definitions, and enforcement posture.
We do not sell client data. We do not retain identifying client information beyond what an engagement requires. We do not extend findings into adjacent frameworks we have not committed to maintain.
Umbravi is operated by Kango Labs LLC and was founded by Jonathan Beltran, a technology program leader with more than two decades of IT delivery and governance experience across Fortune 50 and Global 2000 organizations, including regulated compliance migrations, pre- and post-merger IT integration work.
Our governance posture, retention practices, and scope are documented in our AI Governance Statement and Service Terms.
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