The AI era doesn’t replace the IT practitioner.
It makes you more essential.
If you know how to lead it — not just use it.
AI can now write the Terraform, draft the policy, and generate the architecture diagram in seconds. It cannot decide which of those to trust. That decision is the job — and it is the one thing AI makes more valuable, not less. Delfen.ai works through those decisions with 30+ years of practice behind it — infrastructure engineer to IT Director and Chief Enterprise Architect, much of it in DNB-regulated financial services. Named tools. The failure modes. A verdict you can act on.
Why this platform exists
Most AI strategy content is written for boards.
The frameworks are abstract. The tools are unnamed. The failure modes are never mentioned. And the people doing the actual work, the engineers, architects, and technology leaders making decisions every day, get a summary PDF and a keynote slide.
Delfen.ai is for the people doing the work.
Real HOW, not fake HOW.
Named tools. Specific configurations. Verdicts you can act on. Not "consider implementing an AI strategy."
From practice, not from research.
30 years making architecture decisions that shipped — at Fugro, NIBC, and Van Oord, not in a research paper. The judgment is earned, not synthesized.
Independent, and open about it.
Where an affiliate relationship exists, the article discloses it. The verdict is written first, and the disclosure never changes it.
What's on the platform
Four ways to build judgment.
Weekly practitioner deep-dives
AI-era technology decisions worked through to a verdict. Named tools. Specific configurations. No abstraction.
Browse the articlesToolkitsFrameworks built to deploy
DORA resilience, AI governance, EA decision frameworks — the working artifact that comes out the other end of an article series. Built to deploy, not to read.
Browse the toolkitsNewsletterOne decision, made clearer
Every week. One decision that matters in the AI era, worked through to a verdict. Free — no paywall, no pitch.
SubscribeBooksThe 10x Enterprise Architect with AI
The practitioner book series for the AI era. The 10x Enterprise Architect with AI — writing in progress.
The booksFeatured — free
Is your DORA program architecture — or a checklist?
DORA's hardest requirement isn't a control — it's mapping each Critical or Important Function to the ICT assets and third parties it depends on. This free 10-question check tells you, in ten minutes, where your program is solid and where it rests on paper — plus the ISO 27001 shortcut most teams miss.
- 10 architect-grade questions — can you map each Critical or Important Function to its ICT assets and concentration risk?
- The ISO 27001 → DORA map — most of what your ISMS already covers, and the four deltas to close
- An honest score — a resilience program, or a binder?
Free PDF. No checkout. Delivered to your inbox.
DORA Readiness Check
Security & Operational Resilience
The book series
The 10x Enterprise Architect with AI
The 10x Enterprise Architect with AI
AI creates. The architect leads.
Jacques Domenie · Delfen.ai · Q4 2026
The 10x Enterprise Architect with AI
If you can't beat them, lead them.
AI creates. The architect leads. The first book in the 10x Enterprise Architect with AI series — spanning all four architecture domains, for architects navigating the AI era without losing what makes them essential.
Not a beginner's guide to AI. Not an executive summary. A practitioner's playbook for the enterprise architect already deep in the work. It covers what changes, what stays the same, and how to lead a team through both.
The Delfen Practitioner Briefing
One decision, made clearer.
Every week.
The Delfen practitioner briefing delivers one deep-dive per week — an AI-era decision, worked through to a verdict. The tools that matter. The failure modes. What you do on Monday.
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