Many scaling back and some abandoning AI altogether
New research commissioned by ABBYY has revealed the major challenges faced by healthcare organizations trying to integrate sophisticated GenAI technology – leading to almost a quarter (22%) pulling the plug on AI tools completely, and nearly 1 in 3 (31%) scaling back.
However, all those who stuck with it and completed deployment said they are now satisfied with the current results of GenAI after augmenting it with other technologies and introducing intense staff training, according to the ABBYY State of Intelligent Automation Report: GenAI Confessions.
The survey, conducted by Opinium Research, shows that a huge 42% of healthcare leaders said employees did not have the skills to deploy GenAI, compared with just 29% globally.
Managers also complained that staff were spending MORE time on tasks (32%) compared to 18% globally. Worryingly, almost a quarter (24%) found that their GenAI tools suffered hallucinations – much higher than the global average of 16%. In addition, 34% said that training the models was harder than expected and 31% did not have proper governance in place.
Many business leaders were able to address these challenges using other technologies, with 51% turning to Document AI, 41% using AI agents and 27% using process intelligence. These measures improved user trust and satisfaction (52%) and reduced the need for human review (48%), as well as increasing quality of output (48%). With employee skills being an issue, more than half (59%) introduced training for staff to better use the tools and 37% set up regular check-ins to review AI use.
Unfortunately, difficulties with deployment led to 31% deciding to scale back or remove AI tools that weren’t working, compared to only 20% of respondents globally doing the same. This decision is reflected in planned investment in AI for 2026, with just 24% of healthcare managers expecting to increase budgets by more than 20%, much lower than the global proportion of 38%.