ENGINEERING & AI INFRASTRUCTURE

The YPAI Blog

Technical deep dives on data infrastructure, LLM compliance, and agentic systems.

infrastructure • December 17, 2025

CTO's Guide to Sovereign AI: Architecture & Costs

A decision framework for sovereign AI infrastructure. Compare architecture patterns, understand true TCO, and get the vendor evaluation questions you need.

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Sovereign AI infrastructure architecture showing data, compute, and operational sovereignty layers

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Collection, labeling, pipelines, and quality assurance for multimodal AI data at enterprise scale.

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Sovereign Infrastructure

On-prem deployment, EU data residency, air-gapped systems, and security architecture for regulated AI.

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Agentic AI

Human-in-the-loop systems, agent governance, evaluation frameworks, and production safety patterns.

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Compliance & Regulation

EU AI Act readiness, GDPR compliance, SOC 2 certification, and audit-ready AI governance.

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ASR benchmarks, dialect bias research, acoustic analysis, and technical papers from the YPAI team.

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Engineering Changelog

Dec 16, 2025

compliance

EU AI Act Article 10: Data Governance Checklist

Translate EU AI Act Article 10 into engineering tasks. Compliance checklist for ML engineers with tools and patterns.

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