Core reading
What Is the EU AI Act, and What Does It Regulate?
The EU AI Act explained: who it covers, prohibited practices, high-risk systems, transparency duties, application dates, and penalty ceilings.
Read →17 min
AI governance and risk
AI Governance and Responsible Deployment
Responsible AI work is not one checklist. It involves knowing what a system does, who remains accountable, and which risks change with the context. This guide brings together 9 articles.
The question
What needs to be decided before a system is put to work?
Governance is practical design work: scope, authority, data, safeguards and the evidence needed to justify a decision.
01
Regulation and scope
Understand what rules apply before reducing a legal question to a label.
Core reading
EU AI Act: What Should You Do Once You Know the Risk Level?
Risk classification is only the beginning under the EU AI Act. Company role, purpose, data flows, transparency, and other laws still need separate assessment.
Read →11 min
Supporting analysis
How Much Does the EU AI Act Affect Companies Outside the EU?
When the EU AI Act can cover companies outside the EU, how legal scope differs from practical enforcement, and why the EU connection matters.
Read →11 min
02
Controls and accountability
Human review, data boundaries and justified trust are operating choices, not slogans.
Core reading
Where Should People Be in the Loop While AI Does the Work?
People should not only write the brief and check the final output. Where should they stay involved while AI produces code, documents, or analysis?
Read →11 min
Core reading
Why We Trust AI Judgments and What That Fails to Prove
Trusting AI advice, accepting it, and making a sound decision are not the same. Human approval alone cannot tell them apart.
Read →4 min
Supporting analysis
What Happens When Chatbot Data Is Sent to a Third-Party AI Provider?
What GDPR and Türkiye's KVKK require when chatbot conversations are sent to OpenAI, Anthropic, Gemini, or another third-party model provider.
Read →12 min
03
Deployment risks
The stakes change with the system, the user and the consequences of failure.
Core reading
AI in Healthcare: The Difference Between Chatbots, Triage, and Medical Devices
When is a healthcare chatbot an administrative tool, a high-risk triage system, or a medical device? A practical guide to the EU AI Act, medical-device rules, and data protection.
Read →12 min
Supporting analysis
What to Test Before Investing in a Voice Agent
Before investing in a voice agent, test whether the audience will engage by phone, whether the conversation completes useful work, and whether the result justifies the full cost.
Read →7 min
Supporting analysis
Do You Know How Dependent Your Company Is on AI?
AI is not only accelerating work people already did. It is creating operational capacity companies could never afford to have — and that capacity needs a continuity plan before it becomes structural.
Read →11 min