14 posts
AI ethics is not a poster of principles; this guide turns each principle into a control point, a testable criterion, an assigned owner, and an auditable trail across the delivery lifecycle.
Where are AI regulations heading toward 2027? A qualitative, up-to-date guide to the EU AI Act rollout timeline, the Türkiye framework, and enterprise readiness.
What is ISO 42001? The AI management system (AIMS) standard, Annex A controls, the certification process, EU AI Act alignment, and the situation in Türkiye.
What is an AI ethics board, why is it needed, and how do you set one up? Core ethical principles, board composition, decision processes, the ethics charter, and the EU AI Act and ISO 42001 relationship in this guide.
What is an AI maturity model? A framework that measures your organization's AI maturity across data, infrastructure, talent, governance and culture in 5 levels. Self-assessment question set, scoring and a level-up action plan.
How to build an enterprise AI strategy? A step-by-step roadmap and template covering vision alignment, use-case prioritization, data, governance, change management, and scaling.
What is AI governance? AI Governance is the framework of policies, roles, and controls through which an organization develops, deploys, and audits its AI systems in line with law, ethics, and business goals.
What is artificial intelligence? Artificial intelligence (AI) is the set of disciplines that enable machines to imitate human-like learning, reasoning, perception, and decision-making. This guide is a 2026 reference covering AI's definition, types, core technologies, industry applications, and Turkey-specific regulatory context.
26% of Fortune 500 named a CAIO by 2026 (up from 11% in 2024). 50%+ now report directly to the CEO or board. A C-level playbook comparing CAIO vs CDO vs expanded CTO, the 7 core CAIO responsibilities, a full JD template, reporting structures (hub-and-spoke vs centralized vs federated), timing guidance for Turkish holdings, and fractional-CAIO alternatives for SMEs.
KVKK's March 12, 2026 Agentic AI guidance redefines multi-step data processing, deepened black-box concerns, and responsibility allocation for agentic AI systems. Includes the 15-question assessment framework, a 7-step DPIA template, agentic-AI-specific risks, and banking and e-commerce case studies — a complete implementation guide for Turkish DPOs.
On August 2, 2026 the European Commission's full enforcement powers under the AI Act take effect: fines up to EUR 35M or 7% of global turnover, GPAI provider obligations, CE marking for high-risk systems, and EU representative designation. The Act applies extraterritorially to every Turkish company placing AI on the EU market — this guide is your end-to-end compliance roadmap.
A comprehensive Turkish guide spanning the philosophical foundations of AI ethics and safety to production controls. Covers responsible AI principles (FAT — Fairness, Accountability, Transparency, Privacy, Safety), bias sources and mitigation, hallucination control, alignment techniques (Constitutional AI, RLHF, RLAIF), prompt injection and jailbreak defenses, deepfake detection, red teaming, EU AI Act + ISO 42001 integration, a responsible-AI maturity model, and 3 anonymized Turkish enterprise case studies.
A unified compliance framework for AI systems covering Turkey's KVKK, the EU AI Act, and the international ISO 42001 standard. Includes a regulation-overlap matrix, EU AI Act risk levels, a 12-month implementation roadmap, a 47-item checklist, and sector-specific practices — a practical reference for C-level and compliance leaders.
A 7-stage maturity model that structures the enterprise AI adoption journey in Turkey: definitions for each stage, scoring criteria across four dimensions (strategy, data, talent, governance), a 21-question self-assessment, and stage-transition patterns. A production-focused reference framework aligned with KVKK + EU AI Act + ISO 42001.