AI agents & automation
Grok Bot, Hermes and connected workflows. I explore which tasks are worth handing to an agent, where it gets stuck, and where human review is essential.
Miklos Kovacs · Strategy · Sourcing · Digital Transformation · AI
A leadership perspective. A curiosity for AI.
My work focuses on strategy, sourcing and digital transformation. In my spare time, I explore AI tools, build automations, write code and create videos. I’m interested in what it takes to turn a technological possibility into something useful in practice.
This is where I share my experiments and the questions they raise.
Miklos Kovacs
Leadership experience. Practical curiosity.
Strategic sourcing, digital transformation and AI.Corporate leadership Personal AI experimentsProfessional background ↓
19+years of professional experience
Internationalleadership background
AIhands-on experiments and observations
Professional background
My perspective comes from working inside a global business.
I have spent more than 19 years working at the intersection of business, technology and leadership. My experience spans strategy, sourcing and digital transformation in an international business environment.
My career has taken me from category management to international procurement systems and process improvement. That experience shapes the questions I ask about AI: what does it make easier, which decisions can it support, and what does it need to work reliably?
AI experiments
I like to find out what AI can do by trying it myself.
Outside work, AI is a space for personal experimentation. When I discover a new tool, I usually start wondering what I could build with it. Then come the testing, the revisions and the occasional fresh start.
Vibe coding & personal prototypes
Codex, Claude Code and small applications built from an idea. I’m interested in how far AI can help take a project from concept to working software, and how to check the result.
AI video & creative tools
Images, voices, avatars and video. I experiment with the whole creative process, from the first idea and script through editing to the finished piece.
My approach
Try it. Question it. Build on it.
Start with a real task.
A specific problem reveals more about a tool than a polished demonstration.
Build a first version.
Using it shows me what I understand and what I still need to learn.
Check the result.
Accuracy, reliability and human oversight matter alongside speed.
Share what I learn.
Sometimes that means a working solution. Sometimes it means a limitation or an open question.
AI Insights
Occasionally, I write about what I find.
Practical observations, leadership questions and reflections on how AI is developing. Agents, automation, AI-assisted development, content creation and search — explored from the perspective of someone who uses the tools and tests their limits.
Book
An interest that became a book.
WIN THE ANSWER
In this book, I explore how to make website content clearer, more credible and more useful in the age of AI-powered search. It brings together practical considerations and a 30-day action plan.
Contact
Exploring AI too?
If you have an interesting experience, a question you’re still working through, or simply an interest in where this is heading, send me an email or connect with me on LinkedIn. I’m always happy to exchange perspectives on leadership and practical uses of AI.