AI, Ethics & Transformation
AI, Ethics & Human Transformation
One of the defining organisational questions of the AI era: how can organisations embrace technological progress while preserving human judgement, fairness, trust and values? Our research asks not simply whether organisations are technologically ready for AI, but whether their leadership, culture, governance and people are prepared to use it responsibly.
- 01
AI Ethics Perception Assessment (AEPS)
Organisations' perceptions of ethical AI preparedness.
Based on the validated 2025 AI and Ethics Perception Scale. The organisational implementation and benchmarking framework is currently in development.
- 02
AI Leadership & Governance
Leadership capability for responsible AI adoption.
- 03
Human & Cultural Risk in Digital Transformation
Resistance, leadership capability, communication, engagement and cultural alignment.
- 04
AI Readiness & Organisational Transformation
Whether an organisation's leadership, culture, governance and people are prepared for AI-enabled transformation.
The research behind the work
This work connects academic research with the development of practical organisational assessment and leadership approaches designed to help organisations understand the human and ethical dimensions of AI-enabled transformation.
2025
AI and Ethics: Scale Development for Measuring Ethical Perceptions of Artificial Intelligence Across Sectors and Countries
Yıldırım Saatçi, E. · International Journal of Economic Behavior and Organization, 13(1), 35–50
Forthcoming books
Work Without Feelings? Power, Professionalism and the Alchemist Leader in the Age of AI
Ezgi Yıldırım Saatçi · HUMAI
The Human Compass: Value-Based Leadership in the Age of AI
Ezgi Yıldırım Saatçi
Currently in development
AI Ethics Perception Assessment / AEPS — organisational implementation and benchmarking framework
Based on the validated 2025 AI and Ethics Perception Scale.
Artificial Intelligence Preparedness
Conceptual research framework examining AI literacy, trust, acceptance, readiness and foresight across generations.
Organisational Resilience
Applied assessment framework in development.
Discuss Your Organisation
Tell us where your organisation stands with AI and what you would like to understand.