TY - UNPB
T1 - Adopting AI by design
T2 - A human-centred framework for responsible practice
AU - Sakhaee, Neda
AU - Ardekani, Iman
PY - 2025/8/5
Y1 - 2025/8/5
N2 - The rapid adoption of Artificial Intelligence (AI) in automated decision-making (ADM) offers significant operational benefits, but also raises critical ethical, social, and governance challenges. As AI-related legislation continues to evolve, organisations need practical frameworks to align their systems effectively and responsibly. This paper introduces a five-layer AI adoption framework to support practical, responsible, and human-centred implementation of AI systems across sectors. The framework embeds core principles such as privacy, explainability, and accountability across system design, integration, and deployment, offering a structured pathway to implement AI systems that align with public values and operational needs.
AB - The rapid adoption of Artificial Intelligence (AI) in automated decision-making (ADM) offers significant operational benefits, but also raises critical ethical, social, and governance challenges. As AI-related legislation continues to evolve, organisations need practical frameworks to align their systems effectively and responsibly. This paper introduces a five-layer AI adoption framework to support practical, responsible, and human-centred implementation of AI systems across sectors. The framework embeds core principles such as privacy, explainability, and accountability across system design, integration, and deployment, offering a structured pathway to implement AI systems that align with public values and operational needs.
U2 - 10.36227/techrxiv.175439912.20944606/v1
DO - 10.36227/techrxiv.175439912.20944606/v1
M3 - Preprint
T3 - TechRxiv
BT - Adopting AI by design
ER -