AI Infrastructure: Governance Handbook for the CTO
Build, Buy, Hybrid - governed AI infrastructure for the EU AI Act (high-risk obligations from 2 December 2027), NIS2 and the Cyber Resilience Act, whose reporting duties start on 11 September 2026. Free PDF download.
A selection from over 5,000 projects in 25 years of software development
What you will find in this handbook
According to Gartner (2024), enterprises will spend over USD 644 billion on AI infrastructure by 2027. At the same time, they waste 28% of cloud spending (Flexera 2024). This handbook shows how to build AI infrastructure that is governed, cost-efficient and ready for the deadlines that actually bind: the EU AI Act from 2 December 2027, NIS2 already today, and the Cyber Resilience Act reporting duties from 11 September 2026.
Why the CTO must lead AI Infrastructure Governance
Shadow AI, the governance gap and the CTO checklist to get started.
Build, Buy, Hybrid: the B/B/H framework
Decision matrix by workload type with hidden costs and hidden risks.
EU AI Act: 6 technical requirements (Art. 9-15) and the deadline table after the Digital Omnibus
Compliance obligations as infrastructure decisions with a technical checklist.
Security, NIS2, CRA & Data Sovereignty
NIS2 duties and penalties, the Cyber Resilience Act reporting clock (24 hours, from 11 September 2026), Data Residency, Encryption, Zero Trust Architecture and GDPR compliance for LLM usage.
4 infrastructure patterns in production
Agent Orchestration, Document Intelligence, Model Gateway, Monitoring & Observability.
Infrastructure Readiness Assessment (10 questions)
Where does your infrastructure stand? Self-assessment with score and 90-day plan.
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5 key figures from the handbook
644 bn
USD global AI infrastructure spending by 2027
Gartner 2024
28%
of cloud spending wasted due to lack of governance
Flexera 2024
82%
run multi-cloud without centralized AI governance
HashiCorp 2024
40%
of security incidents caused by misconfigured cloud services
ENISA 2024
15 M
EUR maximum fine for violating high-risk obligations
EU AI Act, Art. 99
Who is this handbook for?
CTO / VP Engineering
You are responsible for the AI infrastructure strategy and need a framework that combines scalability, compliance and cost governance.
Head of Infrastructure / Platform
You build the platform for AI workloads and need production-ready patterns: Agent Orchestration, Model Gateway, Document Intelligence.
Cloud Architect / DevOps Lead
You decide build vs. buy and need the decision matrix: which workload to self-host, which to run as a managed service?
CISO / Head of Security
You must ensure data sovereignty and need the security stack: Zero Trust, PII screening, encryption, supply chain security.
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