AI in home health: what it does and how to check it

What AI does in a home health agency today, by job, and how an owner checks it is right: who approves, what it shows, the audit trail, and a demo test.

Author

Enzo Health Team

Enzo Health

Details

Read Time: 4 min read

Date: November 5, 2026

The short answer. In a home health agency, AI can already take on four jobs: it reads referral packets, drafts the visit note from the conversation, checks a chart before it is billed, and builds the schedule. It does not replace the person who signs. You know it is right the way you know a new hire is right: someone senior approves the work, you can see why it said what it said, and every change has a record. Enzo is a home health EHR (electronic health record), and these four jobs are what its software does today.

Key takeaways

Ask what the software does, job by job, and who signs off on each job.
Ask to see why. A flag with no explanation is a flag your team has to redo by hand.
In a demo, bring one real referral with a document missing and watch what happens.

What does AI do in a home health agency?

Four jobs, in the order a patient moves through your agency. Each is something Enzo's software does today.

Reading the referral. A packet arrives by eFax, a hospital portal or an upload. Enzo reads it and gives your coordinator a summary: insurance coverage, face-to-face documentation, service area, diagnosis codes it found. The coordinator still makes the admit call.
Drafting the visit note. The clinician talks with the patient, and the note and the OASIS answers build from that conversation. Gaps get flagged before the clinician leaves the home. The clinician reviews, edits and signs.
Checking the chart before it goes out. Enzo reads the finished chart for diagnosis codes, comorbidities, OASIS responses and plan of care alignment, and flags what needs a second look with a reason. Your coders and clinical reviewers confirm, change or override it.
Scheduling. Once visit frequency is submitted, the full schedule is built, with clinicians matched to patients by availability, location and patient need.

Referrals, notes and chart checks each end with a person's sign-off. If a vendor describes one of those where nobody signs, ask why.

How do I know the AI is right?

Right does not mean never wrong. It means wrong in a way your team can see and fix before it costs you. Five things to check.

Who approves. Every output should have a named person who accepts, edits or rejects it: the clinician for a note, the coder or reviewer for a chart.
What it shows about its reasoning. A flag should say what it found and why it matters. "Review this chart" tells you nothing. "This diagnosis has no matching support in the visit note" tells your reviewer where to look.
The audit trail. Every flag, review and approval should be recorded with who did it and when. If a payer or surveyor questions a chart, the record should already be there.
What it does when it is unsure. Good software says it does not know and sends the item to a person. Ask to see that happen.
What you can override. Your team should be able to change anything before it submits. If it cannot, you are checking the vendor's work, not your own.

What should I test in a demo?

Bring one real referral, with a document missing. A face sheet without the physician's order works. Strip the names first.

Does it notice the gap? A clean referral proves nothing. The missing document is the test.
Does it say what is missing and why it matters? Or does it just produce a summary that looks complete?
Who can act on it? Watch where the item goes and who has to clear it.
Can you see the record afterward? Ask to open the trail for that one referral.

Then do the same with a visit note and a chart, using your own sample.

What should I ask any vendor?

Which jobs does the AI do, and who signs off on each?
What does a flag look like? Show me one with its explanation.
Where is the audit trail, and what does it record?
What happens when the software is wrong or unsure?
Is this a full EHR, or does it sit beside the one we have? Ask which parts you could start with and what carries over, in writing.
Will you put the business associate agreement in writing before we load any patient information?