Part VI turns from the craft to the experience of practising it. This chapter collects what recurs: three cases in which a security architecture practice changed, and five anti-patterns that appear when it changes badly or not at all. It concerns all four shifts, because each anti-pattern is a way of failing one of them. The diagram nobody runs and the control catalogue nobody maps fail Shift 1, from documents to code. The architect as bottleneck fails Shift 2, from gatekeeper to boundary designer, and with it Shift 3, from periodic to continuous, at machine speed. The AI that approved itself and the sign-off in seconds fail Shift 4, from sole author to conductor of an AI team. Nordvik Region and Hansa Mutual stay out of the cases; the closing section shows only which anti-patterns each recognised in itself.
An anti-pattern is not a mistake: it is a solution that looks reasonable, is adopted repeatedly and produces the same bad outcome each time. Architecture as Code (Chapter 26B) catalogued the anti-patterns of architecture programmes (161, Nordqvist, 2025), and AI Governance, Chapter 20, those of enterprise AI programmes (162, Nordqvist, 2026). This chapter catalogues the failures of the security architecture practice itself.
The first two cases are illustrative composites: each combines the experience of several organisations, details are altered, and the figures show proportion, not measurements. The third case is observable and rests on public incidents of 2025 and 2026. The anti-patterns are the author's synthesis, citing published findings where they exist.
Primary topics explored
- How to read the cases
- Case: a review board that became a design authority
- Case: an authority that held boundaries through contracts
- Case: an agent incident reconstructed
- The anti-patterns
- Patterns across the cases
About The Transformed Security Architect
The Transformed Security Architect is Book 6 of The Transformed Architecture. It describes how the security architect role is transformed when architecture is code, when AI drafts and acts, and when adversaries move at machine speed: the craft, the architect's own AI team, the role in the organisation, the competences and the career, for European enterprises and public authorities.
It builds on the conclusions of Architecture as Code, AI Governance, AI Platform and Security, AI Red Team and AI Threat.
Security architects, CISOs and heads of security architecture, enterprise, solution and AI architects, engineering leads, competence and hiring leads, procurement and programme leaders, and risk, compliance and audit.
Continue with the full chapter
Chapter 24: Case Studies and Anti-Patterns in The Transformed Security Architect gives the detailed explanations, practical examples and implementation patterns behind this summary.
This whitepaper belongs to “Experience and Conclusions” and is one of 31 drawn from the manuscript.