<?xml version="1.0" encoding="UTF-8"?><rss xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:content="http://purl.org/rss/1.0/modules/content/" xmlns:atom="http://www.w3.org/2005/Atom" version="2.0"><channel><title><![CDATA[Sapey]]></title><description><![CDATA[Sapey provides semantic intake infrastructure specifically for Healthcare interpretation. Their product, Vera, standardizes custom assessments into an interpretable reference model while maintaining existing workflows, ensuring comparability across facilities, and supporting scalability for operators across multiple states. The website features a clean, enterprise-focused design for multi-facility operators, highlighting the handling of uncertainty and offering traceable interpretation with versioned lineage.]]></description><link>https://www.sapey.ai/blog</link><generator>RSS for Node</generator><lastBuildDate>Sun, 05 Apr 2026 11:40:57 GMT</lastBuildDate><atom:link href="https://www.sapey.ai/blog-feed.xml" rel="self" type="application/rss+xml"/><item><title><![CDATA[The Missing Control Plane in Health-AI]]></title><description><![CDATA[SAPEY White Paper  ·  March 2026 sapey.ai Why Healthcare Systems Require a Deterministic Governance Layer to Ensure their Existing AI Systems are Safe to Use. For additional Publication &#38; Information, please visit our SSRN Page.   Healthcare AI doesn’t fail because the models are wrong. It fails because there is no deterministic, auditable layer between raw clinical data and regulated action.   Executive Summary Healthcare is entering a phase of rapid automation. Artificial intelligence is...]]></description><link>https://www.sapey.ai/post/the-missing-control-plane-in-health-ai</link><guid isPermaLink="false">69b87e00faed8c5e63c8dd76</guid><pubDate>Mon, 16 Mar 2026 22:03:58 GMT</pubDate><enclosure url="https://static.wixstatic.com/media/05caa9_ce075490f48d40b0994d18a1afdf510b~mv2.png/v1/fit/w_1000,h_1000,al_c,q_80/file.png" length="0" type="image/png"/><dc:creator>Sapey</dc:creator></item><item><title><![CDATA[Healthcare AI Has a Governance Problem. Not a Model Problem.]]></title><description><![CDATA[Regulated-AI needs runtime governance infrastructure that enforces admissible interpretation, temporal compliance anchoring, and deterministic execution boundaries before autonomous decisions occur.]]></description><link>https://www.sapey.ai/post/healthcare-ai-has-a-governance-problem-not-a-model-problem</link><guid isPermaLink="false">69a0271cdcfe76b0f2d4bbe6</guid><pubDate>Thu, 26 Feb 2026 11:10:43 GMT</pubDate><enclosure url="https://static.wixstatic.com/media/05caa9_7863176ecc844b92a1f95ae48fbb85c3~mv2.png/v1/fit/w_838,h_650,al_c,q_80/file.png" length="0" type="image/png"/><dc:creator>R. Radnia</dc:creator></item></channel></rss>