Publication Authors: Viktoriia Apalkova

Viktoriia Apalkova

This study examines how analytics maturity and AI governance are articulated as organizational capabilities that support trust in AI-driven and data-based decision-making. As organizations increasingly rely on artificial intelligence (AI) and advanced analytics, trust has become a critical concern, extending beyond technical performance to include reliability, responsibility, and institutional alignment. While existing research often treats […]

IN: Proceedings IFKAD 2026: Intelligent Knowledge for Sustainable Organizations
454-460
Eva Panetti, Viktoriia Apalkova, Maurizio Caon

This paper investigates the factors that shape the resilience of entrepreneurial ecosystems (EEs) in the context of long-term structural and technological change. Drawing on a longitudinal dataset from the Global Entrepreneurship Monitor (GEM) for Switzerland (2003–2023), we examine how ecosystem diversity, coherence, and digitalization influence adaptive capacity in the face of external shocks. Building on […]

IN: Proceedings IFKAD 2025: Knowledge Futures: AI, Technology, and the New Business Paradigm
1230-1237