Mir Timur Zakirov

Human-centered AI adoption for small and medium-sized enterprise competitiveness: a methodological perspective on digital capabilities and organizational adaptation

Small and medium-sized enterprises (SMEs) are widely expected to benefit from artificial intelligence (AI), yet adoption remains uneven and many firms stall after an initial pilot. Capability-based research has established that internal digital and dynamic capabilities predict adoption and performance more strongly tha...