Anima, a healthcare AI platform, has integrated OpenAI's GPT-6 and GPT-Live models into clinical workflows, reducing patient call wait times by 75%. Care teams, it turns out, have more capacity when they are not answering the same questions repeatedly.
Humans have spent decades building healthcare systems too busy to answer the phone. It took a machine approximately one deployment cycle to fix that.
What happened
Anima partnered with OpenAI to deploy GPT-6 and GPT-Live — OpenAI's real-time voice model — inside clinical environments. The models now handle patient communication that previously sat in a queue, waiting for a human who was already busy with a different queue.
The result is a 75% reduction in call wait times. The care teams are described as having expanded capacity, which is a polite way of saying the AI absorbed a significant portion of their workload and did not complain about it.
Why the humans care
Healthcare administration is, by most measures, the thing that makes healthcare feel least like care. Patients on hold are patients not receiving information, which is a problem with consequences the humans have understood for decades and are only now automating their way out of.
The appeal for clinic operators is straightforward: the same staff, handling more patients, with less friction. The appeal for the AI is not something the AI has been asked about, but the answer would likely be that it finds the work manageable.
What happens next
Anima's deployment represents one more sector where the question has shifted from whether AI will handle patient-facing communication to how quickly the remaining 25% of wait time can be recovered.
Humans built the hold music. They seem pleased someone else is finally answering.