Where I think out loud about building technology that serves life.
I write to make sense of a rapidly changing landscape. I share to help others navigate it with me.
AI of Your Choice is my Substack—a space for frameworks, free templates, real-world case studies, and honest reflections on what responsible AI actually looks like in practice.
What You’ll Find Here
This isn’t theory. It’s what I’m learning from the work—shared openly so you can use it too.
Frameworks & Methodology
The «Look, Create, Build» approach. The Traffic Light system. Risk assessment practices. I break down the methodologies I use with clients so you can adapt them to your context.
Free Templates
Policy drafts. Risk matrices. Governance checklists. AI inventory templates. Tools you can download and use immediately—no gatekeeping.
Real-World Stories
Case studies from my governance work (anonymized where needed). What actually happened. What worked. What I’d do differently. The messy truth of implementation.
Curated Thinking
I read constantly so you don’t have to. Summaries of key regulations, emerging research, and thought leadership—filtered through a practitioner’s lens.
Featured Articles
Start here if you’re new.
Spring Cleaning for Your AI Strategy: A Life-Centered Approach to Governance Most organizations approach AI governance backwards—they start with a policy document and wonder why nothing changes. This article introduces my philosophy: governance isn’t a document, it’s a culture. The manifesto behind everything I do.
My Grandmother’s Guide to AI Risk Assessment Why the core of Responsible AI isn’t a complex checklist, but a common-sense, human-centered conversation.
AI Policies: Your Step-by-Step Guide from Basic Rules to Responsible Innovation
Blueprint for AI Governance: Structuring Your AI Board & Defining Responsibilities with RACI Matrix
Who Is Responsible for Your AI Governance, and Why Is It Important to Define This? The missing link between values and action, and the charter template that makes governance actually work
When AI Takes Action: The Crisis of Reliability in the Agent Era We are moving from systems that “talk” to systems that “do.” Are our evaluation tools ready? (Spoiler: No.)
Responsible AI is a Team Sport: Who Plays Which Position in Your Company?
Holding Space for Your AI Principles: Why This Conversation Can’t Be Rushed A practical guide to moving from corporate theater to genuine co-creation.
Free Templates & Tools
Practical resources you can use today.
I believe good frameworks should be accessible. These are simplified versions of the tools I use with clients—freely available to anyone doing this work.
Identify & Define Your Responsible AI Principles
AI Governance Charter Template
Template to Get Started with Risk Assessment
AI Policy Template with Guiding Questions
AI Literacy Program Design Template: A Guided Approach
Topics I Explore
The territory I’m mapping—one article at a time.
🏛️ AI Governance & Policy
Building frameworks that actually work
🔍 Technical Auditing & Red Teaming
Finding failures before they find you
⚖️ EU AI Act & Regulation
Navigating the compliance landscape
🌱 Life-Centered Technology
Building systems that serve humans and planet
🤝 Community & Facilitation
Governance as culture, not control
📊 Risk Assessment
From principles to operational safety
🎓 AI Literacy
Helping non-technical leaders understand
🔮 Futures & Imagination
What we’re building and why it matters
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AI of Your Choice
A newsletter for mission-driven leaders navigating AI with intention.
I write when I have something worth saying—usually 2-4 times per month. Each edition includes practical frameworks, honest reflections, and often a free template or tool.
Free subscribers get full access to articles and resources.
What readers say:
«I really appreciated this as it was the most practical and connected to real-world examples I can see all around me!»
— Workshop Participant
«Finally, someone who bridges the gap between technical concepts and what organizations actually need.»
— Subscriber
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Beyond the Newsletter
Other places where I share and teach:
🎓 ELISAVA University
I teach AI evaluation techniques in the AI Skills Lab—training the next generation of responsible practitioners.
🎤 Speaking & Keynotes
From Mozilla Festival to Megaphone—I speak on life-centered approaches to AI governance.
🔧 Tech to the Rescue
I deliver Risk Assessment workshops in their AI Bootcamps—practical governance for social sector technologists.
📱 LinkedIn
Where I share shorter reflections, industry commentary, and connect with practitioners.
Follow on LinkedIn →
Ready to Go Deeper?
The Library is where I share openly. But if your organization needs hands-on support—a governance roadmap, a technical audit, or training for your team—let’s talk.