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Home-based care providers are beginning to test agentic AI for tasks such as caregiver scheduling and administrative support, but industry leaders differ on how quickly to adopt it. A lawyer interviewed by Home Health Care News warned that errors by autonomous tools could carry serious consequences in care settings, while providers stressed cautious, lower-risk use cases.
Home-based care providers are testing agentic AI for scheduling and staff support, while weighing the risk that a tool acting on its own could make consequential mistakes. In a report published by Home Health Care News, industry executives described early operational uses, and a healthcare lawyer cautioned that errors could have serious effects when technology touches patient care.
Agentic AI refers to systems that can interpret goals, plan tasks, use tools and carry out actions autonomously or semi-autonomously, according to Stanford University’s definition cited in the report. That differs from generative AI, which produces content in response to prompts but does not independently complete tasks. Polsinelli lawyer Greg Leighton told Home Health Care News that delegating operational decisions to an agent creates risks that depend on the task.
TheKey is developing an organizational model in which employees could have multiple agents supporting their roles, Chief People Officer Emily Kraeter told the publication. The company is rolling out Caribou’s Conductor scheduling product, which it expects to help with tasks including finding caregiver coverage after a call-out. TheKey’s COO Greg Meyers said an initial scheduling project prompted the company to consider how AI agents might support roles across the organization.
Modivcare CEO of personal care services Marshalina Ramos said agents could help streamline call queues, while the company is prioritizing what she described as lower-hanging operational improvements. Ramos said providers are cautious about new technology amid heightened scrutiny of fraud, waste and abuse. The report does not establish that these tools have improved patient outcomes or quantify savings; the cited benefits are expectations and views from company leaders.
Where AI Errors Could Affect Care
The issue is not only whether an agent can complete a task, but whether it can do so reliably within a regulated care environment. Leighton described a hypothetical patient-monitoring system that could miss a serious problem or misjudge its urgency. He warned that the consequences in home health could become serious quickly. That example is a risk scenario, not a reported incident involving a deployed system.
For providers, administrative automation may free employees to spend more time on caregiver training and support, as TheKey’s Kraeter said. But if a system is given authority over decisions or workflows without adequate oversight, an error could affect staffing, coordination or care delivery. The balance between efficiency and keeping patient care undisturbed is therefore central to adoption.
Providers also face compliance and reputational considerations. Ramos said companies want proven technology and are wary of being first to market. The report suggests adoption may proceed unevenly: some organizations are experimenting with administrative tasks, while others are waiting for clearer use cases and confidence that risks can be managed.
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From Scheduling Pilots to Broader Plans
The report describes agentic AI as a step beyond generative AI because agents can take actions rather than only generate material in response to a prompt. That distinction makes the possible uses broader, but also changes the risk profile: a mistaken output from a text-generation tool may require review, while an agent permitted to act could carry out a mistaken task.
In the examples reported, providers are focusing on back-office and workforce tasks, including scheduling, call queues, appointment coordination, billing and reimbursement management. Leighton advised organizations to first adapt existing processes with generative AI and address compliance concerns before moving to agentic workflows. He said appropriate uses may include operational and administrative work, but urged providers to wait for suitable use cases.
The companies cited are at different stages and serve different parts of home-based care. TheKey provides home care and specialized services across 29 U.S. states and Canada, and is working to expand home health services. Modivcare offers nonemergency medical transportation, personal care, remote monitoring and supportive care in 35 states, according to the report.
“When you go to agentic, you’re really putting your operational risk in the hands of the tool.”
— Greg Leighton, privacy and incident response vice chair at Polsinelli, speaking to Home Health Care News
Adoption Risks and Results Remain Open
The report does not provide independent performance data for the AI products discussed, such as measured time savings, error rates or effects on care quality. TheKey’s expected scheduling support and the potential efficiencies described by executives should be understood as company expectations, not verified outcomes.
It is also not clear how much autonomy the products will have in practice, what human review or escalation procedures will apply, or how providers will test systems before relying on them. The report does not identify a patient injury or other specific harm caused by an agentic AI system in home-based care. The broader concerns described by Leighton are warnings about possible consequences, not evidence that such an event has occurred.
Providers Begin With Administrative Tasks
The developments described in the report point to continued testing of administrative use cases, including caregiver scheduling and call handling. TheKey’s Conductor rollout is one effort to apply an agent to coverage needs when caregivers call out. The report does not give a timeline for a wider rollout or specify performance targets.
Providers considering broader deployment will need to decide which tasks are appropriate for an agent, what oversight is required and how to respond when a system makes an error. Leighton’s advice is to understand the business case and potential downsides before implementation. Ramos said the test is whether technology can be introduced without disrupting patient care. How companies answer that question—and what evidence they gather from early uses—remains to be seen.
Key Questions
What is agentic AI?
Agentic AI describes systems that can interpret a goal, plan steps, use tools and take actions with some degree of autonomy. It goes beyond generative AI, which creates content in response to prompts but does not independently complete tasks.
How are home care providers using or testing it?
The report describes potential uses in caregiver scheduling, call queues and employee support. TheKey is rolling out Caribou’s Conductor scheduling product to help with tasks such as finding coverage when a caregiver calls out.
What are the main risks raised in the report?
Polsinelli lawyer Greg Leighton warned that an agent could get something wrong, with consequences depending on its assigned task. He gave a hypothetical example involving a patient-monitoring system that misses a serious medical issue; the report does not say such an incident has occurred.
Have providers shown that agentic AI improves care or lowers costs?
The report does not provide measured results for patient outcomes, cost reductions, time savings or error rates. Benefits discussed by provider executives are potential or expected gains, not independently verified findings.
Source: homehealthcarenews.com
