Remesh study says employees want AI training, not just rollout

A new Remesh study of 155 employees found that AI adoption is tracking with worker involvement, with 43% saying they are not consulted on rollout decisions in their area. The research suggests organizations get better results when they pair AI deployment with training, clear guidance, and employee input.

Why it matters: - The study suggests AI rollouts are more likely to succeed when employees are consulted, trained, and given clear guidance. - The findings point to a gap between executive confidence in AI programs and frontline worker experience. - Remesh said the results show technology spending alone does not determine whether AI becomes useful in day-to-day work.

What happened: - Remesh conducted a field study in June 2026 with 155 employees from a range of industries. - 43% of employees said they were either not involved at all in AI integration efforts in their area of work or were informed about decisions but never consulted. - 31% said they were consulted only occasionally. - 26% said they were regularly involved in discussions and decisions or actively helped shape implementation. - The full report is available as the full report.

The details: - 75% of employees said their organization's AI integration was at least moderately effective. - 66% described AI's impact on culture and team dynamics as positive. - Only 10% said they use AI for most of their work tasks. - 46% said they use AI for less than a quarter of their tasks or not at all. - Among employees not involved at all in AI integration, 37% said they rarely or never use AI. - In that same group, 21% said they do not have access to AI tools for work. - The sample was 49% female and 51% male. - The age mix was 29% Gen Z, 54% Millennial, 15% Gen X, and 3% Baby Boomer. - Participants worked in Hospitals and Healthcare (19%), Technology (12%), Manufacturing (10%), Financial Services (8%), Professional Services (8%), and other sectors. - 54% of participants were based in the United Kingdom and 46% in the United States.

Between the lines: - Remesh compared the employee findings with a companion May 2026 study of 105 supervisors, managers, and senior leaders. - 44% of leaders said their organization provides clear, well-communicated AI guidance, while only 22% of employees said the same. - Employees were more likely to say they were operating with informal norms or very limited guidance. - Employees involved in shaping AI said the technology increases autonomy and dignity at work at much higher rates than employees who were only informed. - 47% of involved employees described AI's cultural impact as very positive, compared with 11% of employees without a voice in the process. - 45% of involved employees said they had clear, well-communicated AI guidance, compared with 9% of employees who were informed but not consulted. - The study suggests participation is less of an explicit request than a driver of better AI experiences.

What's next: - Employees ranked training and skill development first among ten AI integration strategies. - They ranked communicating a clear AI strategy and vision second. - They ranked responsible AI policies third. - They placed involving employees in the AI integration process fifth. - They ranked increase leadership support and sponsorship last. - Open-ended responses called for hands-on training, role-specific examples, step-by-step tutorials, and clear rules for when AI should and should not be used. - One participant, in a response endorsed by 82% of the group, asked employers to offer more training and resources instead of leaving workers to figure things out alone.

The bottom line: - Employees are not asking for more AI hype. - They are asking for training, clearer rules, and a say in how AI enters their work.