53% of organisations struggle to translate business context into AI systems, finds Alteryx study
As organisations increase their investments in artificial intelligence (AI), translating business knowledge and operational requirements into AI systems is emerging as a challenge for enterprise adoption. A new global study by Alteryx found that 53% of organisations struggle to translate business context into AI systems and workflows, even as 80% expect their AI spending to increase over the next two years.
The findings are part of Alteryx’s 2026 IT Leader Research: The State of AI Ownership, Agents, and ROI, which surveyed 1,400 technology leaders globally. The study highlights a gap between investment in AI and organisations’ ability to integrate the technology into business processes and generate consistent outcomes.
While 69% of organisations reported moderate or significant returns on their AI investments, 77% of technology leaders said business context was essential for generating accurate and relevant AI outputs.
This suggests that access to data and advanced AI models alone may not...
Copyright of this story solely belongs to www.expresscomputer.in. To see the full text click HERE
