SAS Survey Reveals Barriers to Quantum AI Adoption in 2026

• •Top barrier to quantum AI adoption is uncertainty about practical applications.
• •High implementation costs and lack of trained personnel are significant concerns.
• •SAS is launching Quantum Lab to facilitate learning and innovation in quantum AI.

A recent SAS survey of over 500 global leaders highlights the barriers to adopting quantum AI technology in 2026. While the supply chain for quantum hardware is stabilizing, experts predict that quantum AI will become mainstream by the early 2030s. The survey indicates that the top barrier to adoption is uncertainty around practical, real-world applications, followed by high implementation costs and a lack of trained personnel. Despite strong interest in quantum AI, organizations are hesitant to invest heavily due to fears of unproven use cases. SAS aims to address these concerns by launching the SAS Quantum Lab, a platform designed to help users learn and innovate with quantum AI. The survey reflects a shift in focus from cost to practical application challenges. Industry leaders express eagerness to develop proprietary quantum AI solutions as the technology matures. The findings suggest a cautious but optimistic approach towards integrating quantum AI into business operations.