An analysis covering more than 70 customer companies reveals both emerging trends and significant challenges in AI adoption. Senior Researcher Dr Umar Ali Khan identifies the primary obstacles as data quality issues, limited availability, and difficulties integrating AI solutions with existing systems. Additionally, outdated databases, scalability concerns, and increasingly stringent EU regulations further impede development efforts.