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Audit Framework for Knowledge-Centric AI Systems
This document defines a pragmatic, minimum-viable audit and governance framework for organizations deploying knowledge-centric AI systems in regulated or high-trust environments. It is intentionally lightweight, but structurally rigorous. The framework is not designed to introduce additional bureaucracy, nor to prescribe a specific technology stack...
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Sovereign AI
Sovereign AI is about independence from hyperscalers and European values in AI – sol4data implements it: Fully European components (hosting, data management, interfaces) without quality loss, with customer choice between on-premises and cloud. Economically optimal often in the cloud for efficient operations, scaling, and maintenance. Core: Architectural freedom, technological diversity, data sovereignty, and economic focus.
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