AI Adoption in Nursing: Delivering Guidance Nurses Can Trust

The focus is shifting to the bedside

Small experiments and single-purpose tools have dominated early nursing AI adoption but the next wave of investment points in a clear direction. Survey respondents identified their top priority for the next 12–18 months, and the answer signals a meaningful shift in how organizations expect AI to support nurses. Documentation tools are part of the picture, but they're not the whole story.

The opportunity goes beyond reducing burden

Reducing documentation burden tops the list of desired outcomes for nursing AI investment but the survey reveals a more complex set of priorities underneath that headline finding. Nurse leaders are weighing workflow efficiency against workforce wellbeing, patient outcomes, and operational demands, often simultaneously. Understanding how those priorities stack up has real implications for which AI tools are worth pursuing.

Not all AI guidance is created equal

Patient safety is the number one concern about AI adoption among survey respondents, and it comes down to a fundamental question: where is the information coming from? The survey findings, paired with insights from Elsevier's Tim Morris, point to specific standards that separate AI tools nurses can rely on from those that introduce more risk than they resolve.

The gap between pilot and scale is where most organizations are stuck

Half of respondents report governance policies that limit AI use to clinically validated solutions. Another quarter are cautiously piloting approved tools. What the survey reveals is that governance alone isn't enough. There are specific integration and rollout factors that determine whether a promising pilot ever becomes standard practice.

AI in nursing is advancing fast and the decisions organizations make now will shape outcomes for years to come. Download the research brief to see what senior nursing leaders say about where the gaps are, where investment is heading, and what it takes to build a more confident, capable nursing workforce at your organization.