Sinch AB has released new global research pointing to a sharp divide in how companies judge the performance of their artificial intelligence efforts. According to the report, 60% of executives say their AI programs are succeeding, but only 43% of the teams responsible for delivering those projects share that view.
The findings, published in Sinch’s study titled "The AI Production Paradox," suggest many businesses may be overestimating how well AI is working in real-world operations. While senior leaders appear broadly confident, the people building, deploying and managing these systems seem notably less convinced about the results.
That gap matters because enterprise AI success is not only about strategy or investment. It also depends on whether internal teams can move projects into production, maintain them effectively and prove they are delivering value at scale. The research indicates that confidence at the top does not always match operational reality on the ground.
The report adds to wider discussion around how companies measure AI progress as adoption accelerates. For enterprises, the message is that enthusiasm for AI may need to be matched with closer attention to execution, team feedback and the practical challenges of turning pilots into successful production programs.
