AI Is Making a Mess of Nurses’ Schedules. They Say It’s a Safety Issue

Nurses at HCA Healthcare are reporting significant issues with an AI scheduling tool called Timpani, claiming it leads to understaffing and safety risks. Staff allege the software ignores clinical needs and personal preferences, forcing them to spend excessive time managing their own schedules.
Why it matters
This highlights the growing tension between algorithmic management and human-centric professions, particularly in high-stakes environments like healthcare.
Retzloff’s experience mirrors that of other nurses across HCA Healthcare, the largest hospital chain in the US. Since 2023, HCA has rolled out an AI scheduling tool it co-developed with Palantir called Timpani at roughly 130 of its 190 locations. Retzloff’s hospital adopted it nearly two years ago.
“No one is happy with Timpani,” says Retzloff, echoing what five nurses at other locations reported in interviews with WIRED. “Everyone complains all the time.” Other purported HCA workers have expressed similar gripes about the tool on platforms like Reddit.
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