AI literacy for employees: what Article 4 requires
What AI literacy under Article 4 means, who needs preparation and how an SME can build a proportionate, documented, role-based programme.
Blog · Editorial journal
Ideas from the process, not lessons from the sidelines.
I write about what they build, what works, what doesn't work, and the questions that remain after theory meets operations.
Provider or deployer? Your company’s AI Act role
How to determine whether a business is an AI Act provider or deployer when using ChatGPT, delivering AI-assisted services or building an AI SaaS product.
AI Act calendar: obligations and deadlines in 2026
A practical AI Act calendar for businesses: what already applies, what starts in August 2026 and the next transparency, GPAI and high-risk deadlines.
AI Act for SMEs: a practical guide for 2026
A practical AI Act guide for SMEs covering roles, risk, transparency, AI literacy and the steps needed to use artificial intelligence responsibly.
SEO-DAY Cologne 2026: Why Germany Is a Major SEO Opportunity
SEO-DAY Cologne 2026 brings SEO, GEO and AI into one conversation. Why Germany matters and what companies seeking growth there can learn.
A good process can be explained
Clarity is not presentation. It is the beginning of operational control.
What remains after an exit
An exit closes a legal stage. The lessons, reflections and questions remain.
AI must produce work, not just answers
The difference between an impressive demo and a system that changes a company's operations.
Guest post · AYSA.ai test
How to choose affordable flower delivery in Bragadiru without compromising freshness
How do you choose flower delivery in Bragadiru taking into account freshness, seasonality, delivery time and the right ratio between price and quality.
Guest post · AYSA.ai test
How to plan a successful event: transport, decor and floral arrangements
Practical guide to planning a successful event: guest transportation, supplier coordination, decor and floral arrangements.
Guest post · AYSA.ai test
How to choose the right services for a successful event: transport, décor and floral arrangements
How to choose services for a successful event: transport, coordination, décor and floral arrangements, without last-minute improvisation.
Guest post · AYSA.ai test
Useful content before automation
A short article on the role of basic content before a site is used in SEO tests or campaigns.